NEW: This year I also embedded the (1,2-gram) tfidf vectors of all papers with t-sne and placed them in an interface where you can navigate them visually. I'm not sure if it's useful but it's really cool.
Below every paper are TOP 100 most-occuring words in that paper and their color is based on LDA topic model with k = 7.
(It looks like 0 = datasets?, 1 = deep learning, 2 = videos , 3 = 3D Computer Vision , 4 = optimization?, 5 = low-level Computer Vision?, 6 = descriptors?)
Toggle LDA topics to sort by:
TOPIC0
TOPIC1
TOPIC2
TOPIC3
TOPIC4
TOPIC5
TOPIC6
Going Deeper With Convolutions
Szegedy, Christian, Liu, Wei, Jia, Yangqing, Sermanet, Pierre, Reed, Scott, Anguelov, Dragomir, Erhan, Dumitru, Vanhoucke, Vincent, Rabinovich, Andrew
Szegedy, Christian, Liu, Wei, Jia, Yangqing, Sermanet, Pierre, Reed, Scott, Anguelov, Dragomir, Erhan, Dumitru, Vanhoucke, Vincent, Rabinovich, Andrew
[learning, work, vision, visual] [conv, inception, network, deep, convolutional, layer, architecture, neural, googlenet, maxpool, increase, ilsvrc, imagenet, size, performance, table, pooling, output, depthconcat, larger, suggests, challenge, training, higher, increasing, ensemble, max, top, pool, trained, accuracy, connected, improved, compared, previous, increased, stage, expensive, dropout, auxiliary, validation, design, highly] [detection, object, bounding, box, based, average] [model, approach, current, single, localization, error, inference, structure, depth, allows] [number, sparse, computational, data, linear, order, main, reduction, optimal, matrix, problem, construction] [computer, figure, quality, result] [image, large, well, dense, external, rate, region]
Propagated Image Filtering
Rick Chang, Jen-Hao, Frank Wang, Yu-Chiang
Rick Chang, Jen-Hao, Frank Wang, Yu-Chiang
[process, highest, example, probability, relationship, processing, existing, expected, goal] [smoothing, context, input, output, apply, better, window, belief, standard, highly, intermediate, performance] [path, weight, based, viewed, calculate, utilize, propose] [adjacent, neighboring] [geodesic, note, algorithm, consider, computation, parameter, explicit, proposed, base, fusion, problem, solving, speedup] [pixel, figure, photometric, acm, result, produced, noise, preserving, pattern, small, color, verify] [image, propagation, bilateral, guided, mixing, psnr, ssim, spatial, denoising, dpf, filtering, textural, recursive, filter, distance, connecting, applied, performing, large, compare, choose, preserve, dgf, determine, calculates, calculated, desirable, difference, gradient, undesirable]
Web Scale Photo Hash Clustering on A Single Machine
Gong, Yunchao, Pawlowski, Marcin, Yang, Fei, Brandy, Louis, Bourdev, Lubomir, Fergus, Rob
Gong, Yunchao, Pawlowski, Marcin, Yang, Fei, Brandy, Louis, Bourdev, Lubomir, Fergus, Rob
[photo, perform, store, purity, work, dataset, set, learning, stream, introduce, amount, web] [table, deep, build, convolutional, neural, standard, size, better] [online, based, truth, propose, object] [step, point, single, ground, represent] [clustering, binary, cluster, number, hash, method, data, algorithm, problem, proposed, hashing, time, trending, compact, speedup, kmeans, lookup, running, spam, huge, complexity, batch, machine, hamming, quantization, endfor, update, faster, kmedoids, optimization, duplicate, easily, extremely, bkmeans] [figure, directly, center, speed, enables, handle] [large, image, nearest, fast, distance, internet, applied]
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos
Kuznetsova, Alina, Ju Hwang, Sung, Rosenhahn, Bodo, Sigal, Leonid
Kuznetsova, Alina, Ju Hwang, Sung, Rosenhahn, Bodo, Sigal, Leonid
[domain, lme, learning, embedding, adaptation, dataset, adl, unlabeled, incremental, yto, test, set, category, incrementally, unsupervised, source, existing, work, labeled, select, positive, prototype, datasets, visual, lifelong, instance, baseline, arriving, ucn, newly, adapting] [performance, class, detector, feature, imagenet, learned, training, trained, map, improve, expanded, learn, train] [object, detection, video, target, based, track, bounding, framework, appearance, temporal] [model, initial, probabilistic, approach, continuously, detected, continuous] [data, method, original, complexity, sample, proposed, expansion, problem, space, note, distribution, formulated, number, respect] [figure] [image, similarity, large, corresponding, well]
Supervised Discrete Hashing
Shen, Fumin, Shen, Chunhua, Liu, Wei, Tao Shen, Heng
Shen, Fumin, Shen, Chunhua, Liu, Wei, Tao Shen, Heng
[supervised, learning, set, label, test, dataset, embedding] [training, loss, table, learned, map, compared, achieve, learn, performance, achieves, better, feature] [precision, propose, cyclic, based, generate] [discrete, approach, joint, coordinate] [hashing, binary, hash, sdh, code, problem, method, optimization, linear, data, proposed, fasthash, ksh, hamming, solve, min, ssh, bit, solution, optimal, bre, hinge, algorithm, nonlinear, kernel, mlh, function, original, regularization, matrix, time, number, mnist, comparative, form, maximum, formulation, graph, vector, iteratively, imh] [length, high, figure, ieee] [large, retrieval, image, distance, anchor, similarity, best, query]
What do 15,000 Object Categories Tell Us About Classifying and Localizing Actions?
Jain, Mihir, van Gemert, Jan C., Snoek, Cees G. M.
Jain, Mihir, van Gemert, Jan C., Snoek, Cees G. M.
[set, dataset, study, human, test, category, evaluation, learning, preference, datasets, localizing, semantically, selected, include, work, relevant] [representation, recognition, accuracy, adding, table, fisher, validation, better, improve, improvement, conduct, learned, classifying, kth, performance, jain, class, discriminative, response, top, improves, follow, convolutional, train, training] [action, object, video, average, responsive, matter, combined, weight, avoidance, ucf, wang, key, peng, interest, tubelet, barbell, groundtruth, three, thumos] [localization, approach, modeling, qualitative] [encoding, number, experiment, empirical, selection, consider, vector] [motion, figure, preferred, high] [best, large, local, compare]
Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation
Aljundi, Rahaf, Emonet, Remi, Muselet, Damien, Sebban, Marc
Aljundi, Rahaf, Emonet, Remi, Muselet, Damien, Sebban, Marc
[source, domain, adaptation, unsupervised, selected, learning, transfer, select, common, labeled, vision, set, lssa, visual, perform, tjm, work, process, adapt, strategy, dataset] [standard, learned, better, table, learn, reduce, recognition] [target, candidate, overlap, state, art, measure, based, multiscale, threshold, lot] [landmark, alignment, approach, projected, joint, independent, allows, project, point, step] [subspace, data, selection, method, kernel, distribution, linear, algorithm, space, geodesic, note, gaussian, mapping, experimental, eigenvectors, projection, order, optimization, consider] [figure, shift, computer, deviation, paper, quality, pattern, international] [comparison, outperforms, best, connecting, transformation, matching, scale, considered, closer, deal, assumes, compute]
Blur Kernel Estimation Using Normalized Color-Line Prior
Lai, Wei-Sheng, Ding, Jian-Jiun, Lin, Yen-Yu, Chuang, Yung-Yu
Lai, Wei-Sheng, Ding, Jian-Jiun, Lin, Yen-Yu, Chuang, Yung-Yu
[sun, dataset, latent, vision, visual, set, process, example, european] [intermediate, input, effective, better, apply] [edge, mask, success, propose, salient, contrast] [prior, estimation, model, error, step] [kernel, method, algorithm, normalized, proposed, minimize, problem, number, objective, minimizing, optimization, optimize, solution, distribution] [blur, figure, sharp, color, blurred, deconvolution, computer, conference, blind, michaeli, ieee, rjk, equation, irani, pixel, cho, ratio, pattern, noise, shock, lee, deblurring, levin, krishnan, jia, restore, enhancing, international, avoid, enhance, estimated, sharper, camera] [image, patch, distance, rate, sampled, external, choose, good]
A Light Transport Model for Mitigating Multipath Interference in Time-of-Flight Sensors
Naik, Nikhil, Kadambi, Achuta, Rhemann, Christoph, Izadi, Shahram, Raskar, Ramesh, Bing Kang, Sing
Naik, Nikhil, Kadambi, Achuta, Rhemann, Christoph, Izadi, Shahram, Raskar, Ramesh, Bing Kang, Sing
[work, contribution, physical, transient] [global, indirect, structured, applying, standard, microsoft] [truth, propose, multiple] [depth, scene, error, ground, kinect, point, shape, capture, model, provide, continuous, approach, single] [method, problem, time, iterative, note, range, algorithm, solution, analysis, proposed, approximate, form] [light, direct, mpi, figure, tof, transport, optical, illumination, multipath, phase, interference, correction, measured, frequency, sensor, technique, subsurface, camera, corrected, nayar, acm, gupta, separation, imaging, paper, scattering, modulation, received, rmse, separate, projector, equation, radiance, high, amplitude, bounce, component, computer, hardware, simulated, wax, requires, inverse, sin, acquisition] [corner, image, implementation]
Traditional Saliency Reloaded: A Good Old Model in New Shape
Frintrop, Simone, Werner, Thomas, Martin Garcia, German
Frintrop, Simone, Werner, Thomas, Martin Garcia, German
[system, visual, human, evaluation, vision] [feature, map, pyramid, performance, layer, smoothing, global, designed] [saliency, object, salient, contrast, invt, based, detection, surround, attention, twin, measure, segmentation, eye, proposal, itti, three, turned, precise, average, integration, arithmetic, suited, recall] [approach, location, model, structure, prior, current] [method, computation, space, corresponds, fusion, original, data, basic, computational] [color, center, intensity, theory, mobile, figure, simple, elegant, separation, ratio, high] [image, compute, well, large, good, region, outperforms, local, scale, benchmark, weighting, weighted]
Automatic Construction Of Robust Spherical Harmonic Subspaces
Snape, Patrick, Panagakis, Yannis, Zafeiriou, Stefanos
Snape, Patrick, Panagakis, Yannis, Zafeiriou, Stefanos
[set, provided, existing, automatically, perform, active, example] [training, class, input, representation, build, involves] [appearance, object, propose] [shape, facial, alignment, model, single, surface, provide, face, performed, helen, expression, morphable, aam, normal, allows] [order, subspace, basis, problem, matrix, decomposition, rank, method, low, algorithm, linear, number, harmonic, proposed, time, sparse, data, tensor, svd, solution, denotes, case, argmin, update, solved, solving, seek] [recover, photometric, recovered, lighting, robust, recovery, stereo, uncalibrated, ieee, spherical, accurate, illumination, figure, recovering, tom, component, frequency, directly, lambertian, light, unknown, optical, lee, technique, pixel, warped] [image, dense, correspondence, reference, large]
Leveraging Stereo Matching With Learning-Based Confidence Measures
Park, Min-Gyu, Yoon, Kuk-Jin
Park, Min-Gyu, Yoon, Kuk-Jin
[predicted, prediction, selected, set, learning, datasets, correct, consistency, select] [performance, feature, input, training, improvement, accuracy, map, negative, improves, learned, trained] [cost, measure, detection, based, frame, auc, detecting] [kitti, regression, sgm, challenging, forest, initial, term, occluded, approach, tree, ground, error, step, volume, robustness, depth] [proposed, method, number, data, selection, random, variable, algorithm, vector, order, time, original, permutation, problem, consistently] [stereo, disparity, modulation, figure, pixel, outdoor, quality, robust, left, captured, middlebury] [matching, image, difference, computed, unreliable, modulated, correctness, construct, similarity, local, mismatched, fast, false, peak]
Saliency Detection via Cellular Automata
Qin, Yao, Lu, Huchuan, Xu, Yiqun, Wang, He
Qin, Yao, Lu, Huchuan, Xu, Yiqun, Wang, He
[vision, set, visual, existing, eqn] [map, recognition, global, factor, improve, input, level, apply, effective, better, achieve] [saliency, cellular, salient, object, precision, boundary, recall, bsca, detection, mca, based, background, threshold, propose, superpixels, integration, superpixel, gcd, foreground, wco, generated, contrast, dsr, integrated, integrate, ufo, asd, state, segmentation, evolution] [ground, prior] [matrix, algorithm, optimized, proposed, method, time, updating, row, order, number, denoted, original] [ieee, computer, conference, figure, pattern, color, international, pixel, coherence, intrinsic, measured] [image, distance, bayesian, construct, impact, cell, represents, local, region, spatial]
Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers
Wulff, Jonas, Black, Michael J.
Wulff, Jonas, Black, Michael J.
[vision, work, learning, set] [feature, learned, layer, training, accuracy, recognition, learn, performance, combine] [frame, truth, average, propose, assigned] [estimation, kitti, approach, model, ground, volume, current, full, point] [sparse, basis, method, algorithm, linear, principal, note, analysis, machine, runtime, data, number, subspace, journal, computationally, approximate] [optical, motion, computer, ieee, pattern, layered, accurate, figure, estimate, conference, international, robust, interpolation, small, horizontal, traditional, vertical, requires, springer, lecture, simple] [image, dense, compute, pca, matching, spatial, computed, sintel, june, large, resolution, fast, variational, well, good, local, displacement]
Learning Multiple Visual Tasks While Discovering Their Structure
Ciliberto, Carlo, Rosasco, Lorenzo, Villa, Silvia
Ciliberto, Carlo, Rosasco, Lorenzo, Villa, Silvia
[learning, set, mtl, task, attribute, relevant, dataset, associated, positive, visual, natural, knowledge, report, closed, okl, share] [setting, training, standard, table, class, loss, output, designed, feature] [multiple, detection, framework, object, sequence, generated, propose] [structure, approach, term, model, limb] [kernel, problem, matrix, sparse, skmtl, convex, method, sparsity, form, algorithm, solution, linear, reproducing, optimization, empirical, minimization, function, alternating, respect, proposed, theorem, regularization, hilbert, graph, order, machine, solving, space, stl, solve, operator, convergence, number, mtrl, consider, rkhsvv, objective, selection] [recover, conference, scalar, computer, recovered, figure, color, synthetic, theory] [separable, considered]
Projection Metric Learning on Grassmann Manifold With Application to Video Based Face Recognition
Huang, Zhiwu, Wang, Ruiping, Shan, Shiguang, Chen, Xilin
Huang, Zhiwu, Wang, Ruiping, Shan, Shiguang, Chen, Xilin
[learning, set, work, embedding, positive] [recognition, discriminative, learn, feature, size, learned, challenge] [video, based, target, youtube] [face, canonical, approach, represent, constrained] [grassmann, manifold, matrix, projection, method, linear, proposed, subspace, dimensionality, data, analysis, space, kernel, ytf, algorithm, original, riemannian, psd, euclidean, gda, function, pml, reduction, hilbert, number, orthonormal, dcc, mapping, grassmannian, optimization, ggda, pasc, academy, basis, cmsm, time, objective, dimensional, convergence, problem, aij, solution] [geometry, figure, high, developed, directly] [metric, discriminant, image, distance, gradient, chinese, transformed, transformation, well, rate]
Structural Sparse Tracking
Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Yan, Shuicheng, Ghanem, Bernard, Ahuja, Narendra, Yang, Ming-Hsuan
Zhang, Tianzhu, Liu, Si, Xu, Changsheng, Yan, Shuicheng, Ghanem, Bernard, Ahuja, Narendra, Yang, Ming-Hsuan
[visual, learning, set, relationship, existing, human] [representation, learn, global, learned, discriminative, performance, achieves] [tracking, target, appearance, object, based, structural, sst, particle, frame, candidate, track, tracker, online, propose, three, performs, lgt, mixed, rtct, mtt, abrupt, combination, dft, multiple] [model, represent, joint, structure, layout, drift, pose, template, error, occlusion, reconstruction, challenging, holistic, location] [sparse, proposed, algorithm, represented, method, note, matrix, number, sparsity, formulation, time] [figure, inside, robust, intrinsic, illumination, center, observation, second] [local, image, dictionary, corresponding, spatial, patch, sampled, partial, best, well, sampling, region]
Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation
Kwon, HyeokHyen, Tai, Yu-Wing, Lin, Stephen
Kwon, HyeokHyen, Tai, Yu-Wing, Lin, Stephen
[learning, dataset, natural, set, human, address, noisy] [map, raw, training, learned, level, performance, higher, learn, size, table, previous, compared] [based, three, truth, park, edge] [depth, rgb, kinect, face, approach, joint, scene, reconstruction, nagdp, single, model, hole, ground, reconstruct] [data, method, sparse, practical, algorithm, missing, fusion, problem, order, min, arg] [figure, upsampling, equation, tof, captured, presented, high, ieee, quality, intensity, middlebury, supplemental, recovered] [dictionary, image, resolution, gradient, large, scale, texture, local, degradation, statistical, uncorrelated, geometric, exhibit, patch, bicubic, variation, illustrated]
Uncalibrated Photometric Stereo Based on Elevation Angle Recovery From BRDF Symmetry of Isotropic Materials
Lu, Feng, Sato, Imari, Sato, Yoichi
Lu, Feng, Sato, Imari, Sato, Yoichi
[source, vision, cover, test] [table, recognition, accuracy, additional, previous, input] [propose, average] [surface, isotropic, visible, constrained, normal, error, initial, scene, smoothness, parameterization, term] [method, symmetric, general, solution, vector, note, mapping, data, case, problem, solve, order, function, satisfy, prove, distribution] [light, elevation, brdf, angle, photometric, symmetry, half, computer, stereo, azimuth, pixel, recovered, uncalibrated, assuming, material, ambiguity, lambertian, figure, lighting, slice, ieee, observed, pattern, recovery, produce, unknown, captured, varying, sato, specular, accurate, conventional, estimating, gbr, diffuse, recover, viewing, synthetic, second, bisector, simple] [compute, change, good]
Attributes and Categories for Generic Instance Search From One Example
Tao, Ran, Smeulders, Arnold W.M., Chang, Shih-Fu
Tao, Ran, Smeulders, Arnold W.M., Chang, Shih-Fu
[instance, search, attribute, shoe, dataset, visual, learning, category, existing, example, evaluate, address, cleanshoes, work, set, automatically, semantic, expvlad, relevant, embedding, aim, manually, triemb, common] [fisher, generic, learned, deep, training, performance, representation, feature, better, combining, improve, table, pascal, top, learn, achieves, cnn, achieved] [object, appearance, propose, three, combination, target] [searching, building, viewpoint] [consider, vector, range, proposed, method, space, problem, arbitrary, locality, number] [figure, second, high, result] [query, image, large, local, descriptor, similarity, retrieval, good, randomized, best, well, matching, scale, wide]
Heat Diffusion Over Weighted Manifolds: A New Descriptor for Textured 3D Non-Rigid Shapes
Abdelrahman, Mostafa, Farag, Aly, Swanson, David, El-Melegy, Moumen T.
Abdelrahman, Mostafa, Farag, Aly, Swanson, David, El-Melegy, Moumen T.
[dataset, work, introduce, novel] [performance, table, representation, better] [based, propose, average, object, three, framework, weight, measure, combined] [shape, approach, vertex, triangle, modeling, point, deformation] [proposed, kernel, method, diffusion, manifold, analysis, time, discretization, formulation, solution, riemannian, null, mathematical, operator, function, denote, compact, condition, data, problem, laplacian, fusion] [color, equation, photometric, figure, geometry, paper, second, high, intrinsic, computer] [heat, weighted, descriptor, retrieval, scale, geometric, textured, invariant, texture, signature, local, invariance, applied, benchmark, cot, normalization, partial, hks, construct, adr, calculated, matching]
A Dynamic Programming Approach for Fast and Robust Object Pose Recognition From Range Images
Zach, Christopher, Penate-Sanchez, Adrian, Pham, Minh-Tri
Zach, Christopher, Penate-Sanchez, Adrian, Pham, Minh-Tri
[set, work, predicted, dataset, evaluation, learning, task, consistency] [feature, training, recognition, input, def, level, discriminative, performance, global, highly] [object, detection, based, frame, three, interest] [depth, pose, model, surface, approach, point, coordinate, estimation, shape, message, occupancy, normal, spin, cluttered, current, full, cad, commodity] [data, sample, time, method, range, computation, algorithm, number, respect, pairwise, binary, random, choice] [pixel, minimal, robust, sensor, observed, color, estimating, real] [local, matching, image, descriptor, distance, sampling, putative, respective, compatibility, invariant, inlier, determine, compute, true, hough, query]
Beyond Gaussian Pyramid: Multi-Skip Feature Stacking for Action Recognition
Lan, Zhengzhong, Lin, Ming, Li, Xuanchong, Hauptmann, Alex G., Raj, Bhiksha
Lan, Zhengzhong, Lin, Ming, Li, Xuanchong, Hauptmann, Alex G., Raj, Bhiksha
[datasets, human, dataset, visual, task, evaluation] [feature, mifs, performance, recognition, representation, convolutional, improved, pyramid, level, learnability, extracted, table, stacking, training, higher, neural, deep, standard, simonyan, improvement, skip, reported, improves, better, arxiv, preprint, fisher, smaller, accuracy, macc] [action, video, trajectory, wang, multiple, event, cost, based, peng, olympics, detection, youtube, dynamic] [single] [number, time, condition, gaussian, differential, singular, computational, method, matrix, theorem, vector, range, proof, linear] [frequency, signal, conventional, figure, motion, generates, small, bias, optical, recover] [large, dense, image, scale, comparison]
A Geodesic-Preserving Method for Image Warping
Li, Dongping, He, Kaiming, Sun, Jian, Zhou, Kun
Li, Dongping, He, Kaiming, Sun, Jian, Zhou, Kun
[user, retargeting, work, system, common, vision, set, expected] [input, shared] [group, segment, long, boundary, video, propose, individual] [projected, term, mesh, detected, manipulation, normal, point, warp, supplementary, represent, smoothness] [geodesic, method, projection, energy, linear, solution, function, algorithm, matrix, general, curve, optimization, form, vector, grouped, case, great, curved] [straight, warping, preserving, plane, rectangling, ellipse, rotation, figure, siggraph, acm, resizing, panorama, result, computer, chang, perspective, camera, carroll, warped, preservation, sphere, distorted, pattern, adopt, international, conference, center] [image, preserve, local, transform]
Shape Driven Kernel Adaptation in Convolutional Neural Network for Robust Facial Traits Recognition
Li, Shaoxin, Xing, Junliang, Niu, Zhiheng, Shan, Shiguang, Yan, Shuicheng
Li, Shaoxin, Xing, Junliang, Niu, Zhiheng, Shan, Shiguang, Yan, Shuicheng
[adaptation, learning, trait, evaluation, indicated, automatically] [convolutional, cnn, subnetworks, recognition, deep, network, age, feature, multipie, architecture, webface, conduct, subnetwork, learned, neural, learn, morph, convolve, stage, trained, performance, alexnet, representation, layer, input, additional, pool, better, setting, global, deepface, convolution, accuracy] [adaptive, multiple, propose, appearance, generate, based, three] [face, facial, shape, gender, pose, estimation, structure, expression, driven, landmark, model] [kernel, method, proposed, function, fusion, optimization, note, normalized, data, element, idea, denoted, random] [robust, figure, real] [local, image, database, patch, corresponding, comprehensive, variation, large, texture]
From Categories to Subcategories: Large-Scale Image Classification With Partial Class Label Refinement
Ristin, Marko, Gall, Juergen, Guillaumin, Matthieu, Van Gool, Luc
Ristin, Marko, Gall, Juergen, Guillaumin, Matthieu, Van Gool, Luc
[set, ncm, learning, test, knowledge, category, baseline, labeled, label, evaluate, subset, annotated, transfer, semantic] [training, accuracy, class, rncmf, trained, scoarse, coarse, table, subcategories, performance, subcategory, improves, additional, kcoarse, achieves, improve, ucoarse, validation, stacked, learned, train, classify, multiclass, fisher, stacking, feature, coarser, outperform, improvement, gain] [based, average, hierarchical, object, node] [model, forest, approach, tree, full] [data, number, random, regularized, function, sample, proposed, objective, consider] [second, relative] [image, metric, nearest, splitting, large, outperforms, impact, best, hierarchy, well, neighbor]
Combination Features and Models for Human Detection
Jiang, Yunsheng, Ma, Jinwen
Jiang, Yunsheng, Ma, Jinwen
[human, vision, set, test, work, correspond] [grammar, poselet, hog, feature, performance, voc, recognition, table, effective, hoc, hob, pascal, whl, overlapped, dpm, fuse, conduct, weightednms, competitive, improvement, combine, input, deep, impressive] [detection, object, based, combination, score, framework, integrated, threshold, precision] [model, deformable, structure, procedure, single, volume] [fusion, algorithm, proposed, general, note, method, time, computation, denotes, low, original, order, function] [computer, ieee, color, pattern, figure, direct, hue, calibrated, intensity, saturation] [image, person, large, corresponding, gradient, well, histogram, good, texture]
Improving Object Detection With Deep Convolutional Networks via Bayesian Optimization and Structured Prediction
Zhang, Yuting, Sohn, Kihyuk, Villegas, Ruben, Pan, Gang, Lee, Honglak
Zhang, Yuting, Sohn, Kihyuk, Villegas, Ruben, Pan, Gang, Lee, Honglak
[search, set, learning, visual, baseline, test, evaluation, report, positive] [structured, fgs, cnn, performance, voc, selective, map, deep, svm, pascal, training, structobj, convolutional, neural, trained, optimum, table, improvement, train, max, loss, global, feature, better, standard, layer, higher, output, recognition, negative, network, detector] [bounding, detection, object, iou, box, score, framework, truth, based, multiple, entire, propose] [localization, ground, regression, model, supplementary, initial, single] [proposed, optimization, algorithm, function, method, number, objective, random, machine, problem, arg, analysis, computational, gaussian, maximum, distribution, solution] [figure, high, accurate] [local, image, region, bayesian, large, good]
A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes
Leonardos, Spyridon, Tron, Roberto, Daniilidis, Kostas
Leonardos, Spyridon, Tron, Roberto, Daniilidis, Kostas
[essential, vision, set, describe] [map, global, class] [three, action, group, interval, cost, frame] [point, canonical, structure, signed, initial, error, estimation] [trifocal, space, riemannian, proposition, manifold, quotient, tensor, algorithm, equivalence, vector, fmt, tangent, geodesic, proof, optimization, weiszfeld, projection, logarithm, denotes, grad, function, form, linear, number, convex, exponential, orthogonal, choice, normalized, corresponds, denote, case, euclidean, decomposition, ransac, element, method, symmetric, simply] [computer, horizontal, parametrization, camera, averaging, ieee, conference, motion, pattern, relative, rotation, international, vertical, smooth, algebraic, sampson, figure, discontinuity, estimate, geometry, calibrated] [reference, metric, distance, corresponding, image, computed, choose]
An Efficient Volumetric Framework for Shape Tracking
Allain, Benjamin, Franco, Jean-Sebastien, Boyer, Edmond
Allain, Benjamin, Franco, Jean-Sebastien, Boyer, Edmond
[set, visual, associated] [table] [tracking, based, sequence, state, temporal, video, boundary, propose, framework, likelihood, dynamic, multiple] [volumetric, surface, shape, volume, template, deformation, pose, capture, error, model, cvt, rigid, silhouette, point, arker, centroidal, reconstruction, prior, allain, term, ballet, express, approach, cagniart, position, animation, goalkeeper, mesh, full, yielding, hull, normal, probabilistic] [method, time, energy, cluster, rest, data, proposed, sample, note, decomposition, inner, algorithm] [observed, motion, observation, relative, estimated, uniform, computer, rigidity, quality, siggraph, acm, enforce, noise, figure] [voronoi, patch, compatibility, cell, regular, local, best]
Structured Sparse Subspace Clustering: A Unified Optimization Framework
Li, Chun-Guang, Vidal, Rene
Li, Chun-Guang, Vidal, Rene
[set, vision, latent] [structured, representation, standard, table, feature, applying] [segmentation, framework, multiple, based, combination, propose, average, union, video, segmenting] [structure, face, point, term, error, step] [subspace, clustering, matrix, data, norm, problem, spectral, sparse, optimization, algorithm, ssc, solving, update, linear, min, analysis, hopkins, solved, method, machine, iteration, note, solution, yale, extended, lie, alternating, journal, constraint, experimental, lrr, frobenius, solve, dimension, convex, zij, regularization, number] [ieee, pattern, motion, computer, conference, robust, international, synthetic, median, noise, direction, separate, illumination, varying, second] [database, best, image, corresponding]
Delving Into Egocentric Actions
Li, Yin, Ye, Zhefan, Rehg, James M.
Li, Yin, Ye, Zhefan, Rehg, James M.
[set, datasets, understanding, visual, work, dataset, include, encode, surveillance, human, focus, novel, evaluation, rich, vision] [recognition, performance, feature, previous, table, representation, training, discriminative, accuracy, improve] [egocentric, action, gtea, object, video, three, trajectory, idt, propose, key, including, foreground, activity, interest, movement, segmentation, compensation, boost, fathi, lab, combination, recognizing, confusion, attention, combined] [gaze, head, hand, point, manipulation, provide, split, model, modeling] [encoding, method, number, data] [motion, camera, optical, result, figure, captured, directly, color] [local, benchmark, image, best, dense, comparison, large, histogram, demonstrate, descriptor, implementation, radius, systematic]
Latent Trees for Estimating Intensity of Facial Action Units
Kaltwang, Sebastian, Todorovic, Sinisa, Pantic, Maja
Kaltwang, Sebastian, Todorovic, Sinisa, Pantic, Maja
[learning, latent, work, categorical, set, conditional, evaluation, clean, human, existing, emotion] [training, hidden, feature, performance, learn, input, discriminative, better, increase] [average, node, action, likelihood, video, correlation, structural, target, appearance] [model, fau, facial, structure, tree, svr, disfa, blt, corr, svc, faus, shoulderpain, spontaneous, inference, face, landmark, posterior, joint, generative, estimation, continuous, leaf, discrete, marginals, pronounced] [data, number, algorithm, distribution, vector, binary, marginal, iteratively, parameter, random, problem, derive] [intensity, noise, ieee, pattern, figure, estimate] [local, parent, lbp, bayesian]
Robust Regression on Image Manifolds for Ordered Label Denoising
Wu, Hui, Souvenir, Richard
Wu, Hui, Souvenir, Richard
[label, set, predicted, vision, mislabeled, associated, corruption, natural, work, learning, visual, processing] [input, global, learn, neural, performance, loss] [truth, average, measure] [regression, svr, ordered, ground, model, pose, face, percentage, approach, error] [manifold, data, method, function, hessian, ransac, problem, kspca, rbfn, sparse, algorithm, cloudy, space, original, digit, regularization, swiss, row, dimensionality, vector, cloudiness, represented, corrupted, outlier, matrix, linear, number, nonlinear, weather, roll, kernel, statue, underlying] [robust, figure, computer, conference, noise, ieee, rotation, rmse, pattern, international, clear, high, equation, paper, elevation, estimate, varying, red, intrinsic] [image, denoising, local, applied, neighborhood, indicate]
Privacy Preserving Optics for Miniature Vision Sensors
Pittaluga, Francesco, Koppal, Sanjeev J.
Pittaluga, Francesco, Koppal, Sanjeev J.
[vision, system, example, people, processing, create, perform, utility, visual] [size, recognition, design, power] [target, tracking, blob, video, mask, detection, based, coverage, multiple, edge] [face, volume, depth, scene, single, provide, approach, head] [minimum, support, algorithm, gaussian, data, analysis, proposed, element, problem, journal, consider, membership] [privacy, optical, sensor, preserving, computer, ieee, angular, defocus, knapsack, lensless, efov, conference, international, camera, motion, pattern, array, thermal, figure, sin, enables, intensity, miniature, sensing, acm, lens, theory, directly, zmin, small, blur, packing, aperture, mmin, enable, display, compressive] [image, resolution, demonstrate, scale, corresponding]
Deep Transfer Metric Learning
Hu, Junlin, Lu, Jiwen, Tan, Yap-Peng
Hu, Junlin, Lu, Jiwen, Tan, Yap-Peng
[learning, transfer, domain, source, dataset, set, knowledge, visual, labeled, supervised, label, datasets, unlabeled, subject, exploit, positive] [deep, top, layer, training, discriminative, network, recognition, feature, performance, neural, hidden, better, output, table, accuracy, testing, loss, learned, learn, activation, convolutional, designed] [target, hierarchical, qij, deeply] [face] [method, proposed, function, nonlinear, data, distribution, linear, objective, vector, sample, experimental, subspace, problem, machine] [captured, figure, assume] [metric, dtml, person, caviar, viper, distance, lij, lji, dstml, lfw, image, lsi, lti, rate, mth, wdref, computed, stml, compute, pij, applied, large, ddml, similarity, difference, htj]
Small-Variance Nonparametric Clustering on the Hypersphere
Straub, Julian, Campbell, Trevor, How, Jonathan P., Fisher, III, John W.
Straub, Julian, Campbell, Trevor, How, Jonathan P., Fisher, III, John W.
[label, process, set] [unit, nonparametric, performance, previous, achieves] [score, segmentation, assigned, three, average, temporally, hierarchical, frame, propose, transition, behavior] [mixture, surface, silhouette, inference, model, prior, normal, nyu, dependent, scene, depth, sequential, posterior, von] [data, clustering, cluster, vmf, number, dirichlet, distribution, algorithm, spkm, parameter, directional, asymptotic, batch, assignment, limit, note, maximum, concentration, analysis, computational, function, random, restarts, asymptotics, nmi, gaussian, exp, optimistic, journal, markov, approximation, regularization, egi, suppose] [spherical, synthetic, figure, direction, manhattan, plane, parallel, angle, observed, unknown] [sampling, bayesian, consistent, streaming, computed]
DynamicFusion: Reconstruction and Tracking of Non-Rigid Scenes in Real-Time
Newcombe, Richard A., Fox, Dieter, Seitz, Steven M.
Newcombe, Richard A., Fox, Dieter, Seitz, Steven M.
[set, system, work, associated, vision, ability, describe] [level, map, gpu] [frame, node, tracking, dynamic, moving, updated, weight, static] [canonical, live, reconstruction, warp, deformation, surface, model, scene, tsdf, regularisation, depth, volumetric, point, current, rigid, dynamicfusion, shape, body, single, deforming, nwarp, approach, term, voxel, symposium, kinectfusion, introduced, template, tlw, capture, complete, realtime, vertex, requiring, scan] [function, space, fusion, graph, note, data, time, computational, range, update, solution] [geometry, motion, warped, acm, figure, estimate, observed, camera, projective, currently, conference, ieee, computer, estimated, pixel, high] [dense, transformation, distance, transforms, compute, transform, geometric, corresponding, eurographics, consistent]
Reliable Patch Trackers: Robust Visual Tracking by Exploiting Reliable Patches
Li, Yang, Zhu, Jianke, Hoi, Steven C.H.
Li, Yang, Zhu, Jianke, Hoi, Steven C.H.
[visual, positive, set, process, probability, ranking, label] [performance, negative, response, top, feature, map] [tracking, reliable, object, kcf, rpt, tracker, tracked, scm, tgpr, target, precision, struck, success, particle, threshold, tld, cxt, ope, asla, score, resample, state, background, bounding, box, trackable, track, employed, overlap, cel, employ, monte, carlo, correlation, framework, likelihood, vor, video, based, measure, foreground, plot, group, online, kwon] [location, error, approach, structure, represent, challenging, sequential, position, model, template] [proposed, method, base, function, denotes, experimental, algorithm] [motion, figure, estimate, robust, rotation, observation, illumination] [patch, scale, large, rate, image, fast, benchmark, scheme, implementation, hough, comparing]
Predicting Eye Fixations Using Convolutional Neural Networks
Liu, Nian, Han, Junwei, Zhang, Dingwen, Wen, Shifeng, Liu, Tianming
Liu, Nian, Han, Junwei, Zhang, Dingwen, Wen, Shifeng, Liu, Tianming
[visual, dataset, learning, set, datasets, human, predict, novel, positive, natural, vision, predicting] [layer, fixation, col, learned, convolutional, training, network, learn, feature, mit, performance, testing, deep, size, toronto, input, edn, neural, cerf, trained, shuffled, map, architecture, activation, raw, learns, better, rescaled, convolution] [saliency, eye, three, based, hierarchical, auc, detection, contrast, video, average, extract, multiple, score, considering, judd] [model] [proposed, gaussian, number, optimal, data, linear, coding, sparse, original, third] [figure, ieee, center, second, blur, pattern] [image, early, best, corresponding, benchmark]
Kernel Fusion for Better Image Deblurring
Mai, Long, Liu, Feng
Mai, Long, Liu, Feng
[vision, set, european, conditional, dataset, existing, evaluate, provided, relation, predict] [better, training, performance, improve, combining, input, trained, train, combine, compared, learn, feature, outperform, testing] [individual, multiple, generate, framework, success, combination, average, generated, measure] [estimation, model, error, neighboring, approach, regression] [kernel, fusion, method, element, gaussian, random, function, denotes, effectively, problem, underlying, fpq, energy] [deblurring, deconvolution, computer, conference, figure, blur, ieee, pattern, quality, result, ratio, blind, blurry, estimated, blurred, motion, sharp, gcrf, averaging, sbdb, produce, recover, classical, cho, camera, develop, international, goldstein] [image, true, best, local, rate, good, large, well, blurring]
Direction Matters: Depth Estimation With a Surface Normal Classifier
Hane, Christian, Ladicky, Lubor, Pollefeys, Marc
Hane, Christian, Ladicky, Lubor, Pollefeys, Marc
[vision, european, example, set, label, baseline, work, dataset, semantic] [input, standard, recognition, training, global] [based, cost, intersection, average, dynamic] [normal, surface, depth, single, binocular, wulff, estimation, error, shape, ground, approach, volume, term, discrete, indoor, point, allows, quantitative, challenging, kitti, continuous, unary, anisotropic] [regularization, convex, problem, optimization, formulation, machine, cut, method, data, analysis, space, intelligence, algorithm, order, journal, energy, denotes, feasible, proposed, lead, random] [direction, stereo, computer, conference, pattern, international, pixel, ieee, disparity, figure, estimated, half] [image, matching, view, gradient, dense, benchmark, best, dissimilarity, transformation, difference, transformed]
Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection
Papandreou, George, Kokkinos, Iasonas, Savalle, Pierre-Andre
Papandreou, George, Kokkinos, Iasonas, Savalle, Pierre-Andre
[search, learning, work, set, system, baseline, instance, positive] [epitomic, network, deep, training, convolutional, layer, convolution, input, window, sliding, dcnn, imagenet, size, performance, output, stride, table, global, architecture, neural, epitome, map, response, dcnns, conv, loss, train, max, cnn, pascal, better, fully, accuracy, trous, trained, feature, standard, testing, pyramid, alternative, validation] [object, detection, multiple, score, bounding, box] [position, model, error, aspect, modeling, single, allows, full] [proposed, maximum, computation, data, algorithm] [ratio, small, figure] [image, scale, best, computing, region, invariance, spatial, large, local, rate]
Grasp Type Revisited: A Modern Perspective on a Classical Feature for Vision
Yang, Yezhou, Fermuller, Cornelia, Li, Yi, Aloimonos, Yiannis
Yang, Yezhou, Fermuller, Cornelia, Li, Yi, Aloimonos, Yiannis
[type, human, vision, set, dataset, system, category, learning, recognize, labeled, visual, natural, correct, test, prediction, work] [recognition, cnn, training, convolutional, feature, neural, layer, power, belief, level, input, testing, deep, performance, nan, apply, size, achieved] [action, based, precision, segmentation, three, truth, average, key, cooking, evolution, static, tracking, video, recall, segment, cognitive, robot, detection, object] [grasp, hand, intention, manipulation, grasping, infer, ground, inference, pgraspt, model, knife, current, scene] [data, consider, number, experimental, journal, experiment, third, main, method] [computer, figure, ieee, conference, intelligent, pattern, international, small, cylindrical] [image, unconstrained, patch, large, considered]
Learning Hypergraph-Regularized Attribute Predictors
Huang, Sheng, Elhoseiny, Mohamed, Elgammal, Ahmed, Yang, Dan
Huang, Sheng, Elhoseiny, Mohamed, Elgammal, Ahmed, Yang, Dan
[attribute, hypergraph, learning, hap, prediction, embedding, cshapg, cub, cshaph, usaa, hyperedge, awa, visual, zsl, label, predictor, dataset, test, semantic, side, cshap, collection, provided, categorization, relation, set, depict, supervised, ale, positive, encode, latent] [class, training, feature, accuracy, loss, additional, better, representation, performance, table, jointly, learn] [correlation, three, framework, object, incorporate, based] [approach, model, vertex, capture, aligned] [space, kernel, cut, matrix, proposed, graph, sample, data, exploiting, number, laplacian, problem, normalized, function, consider, denoted, arg, respect, regularized, vector, sign, optimal, mapping] [equation, figure] [well, corresponding]
A Coarse-to-Fine Model for 3D Pose Estimation and Sub-Category Recognition
Mottaghi, Roozbeh, Xiang, Yu, Savarese, Silvio
Mottaghi, Roozbeh, Xiang, Yu, Savarese, Silvio
[set, learning, car, perform, work, subset, sedan, category] [training, layer, table, level, better, recognition, performance, coarse, representation, pascal, dpm, loss, feature, increase, standard, hog] [object, box, hierarchical, bounding, detection, three, proposal, based, segmentation, appearance, groundtruth] [viewpoint, continuous, model, discrete, cad, pose, potential, estimation, inference, joint, represent, alignment, modeling, detailed, glb, reason, typically, mixture, height] [consider, note, method, function, variable, projection, random, number, case] [figure, azimuth, estimated, estimate, result, elevation] [hierarchy, distance, compute, computed, corresponding, sampling, image, compare, represents]
Deep Neural Networks Are Easily Fooled: High Confidence Predictions for Unrecognizable Images
Nguyen, Anh, Yosinski, Jason, Clune, Jeff
Nguyen, Anh, Yosinski, Jason, Clune, Jeff
[human, dataset, natural, test, recognize, label, vision, diversity, set, learning, visual, prediction, tend, perform] [dnns, dnn, imagenet, class, cppn, unrecognizable, evolutionary, neural, trained, recognizable, training, fooling, fooled, deep, discriminative, evolved, fool, input, evolving, learn, recognition, learned, evolve, imperceptible, convolutional, arxiv, preprint, encoded, suggests, network, performance, negative, larger, belonging] [evolution, target, score, three, generated] [model, independent, generative] [mnist, easily, ascent, encoding, optimization, repeated] [produce, high, figure, produced, median, computer, small, directly, result, pattern, ieee, conference, producing] [image, gradient, regular, well, match]
Deformable Part Models are Convolutional Neural Networks
Girshick, Ross, Iandola, Forrest, Darrell, Trevor, Malik, Jitendra
Girshick, Ross, Iandola, Forrest, Darrell, Trevor, Malik, Jitendra
[work, visual, learning, baseline, describe, human, report, set] [dpm, pyramid, feature, level, pooling, map, max, cnn, deeppyramid, convolutional, hog, root, dpms, network, voc, deep, training, input, layer, convolution, performance, negative, neural, maxout, pascal, standard, output, cnns, implemented, trained, train, stride, table, learned, top] [object, detection, score] [model, deformable, inference, face, mixture] [method, equivalent, algorithm, function, construction, number, idea, case, sparse, call] [component, geometry, figure, second] [image, distance, transform, outperforms, implementation, computed, spatial, filter]
Hypercolumns for Object Segmentation and Fine-Grained Localization
Hariharan, Bharath, Arbelaez, Pablo, Girshick, Ross, Malik, Jitendra
Hariharan, Bharath, Arbelaez, Pablo, Girshick, Ross, Malik, Jitendra
[system, semantic, baseline, work, set, task, category, prediction, predict, probability, instance, evaluate, positive] [feature, hypercolumn, network, convolutional, heatmap, training, top, layer, pipeline, representation, apr, better, cnn, train, hypercolumns, architecture, output, table, map, performance, neural, cropped, expanded, upsample, trained, fully, hyp, deep, higher, combine, gain, apk] [bounding, box, detection, segmentation, score, object, overlap, multiple, based, segment, threshold, action] [location, pose, localization, estimation, reasoning, ground, point, described, starting, allows] [linear, vector, original] [figure, pixel, separate, optical, produce] [keypoint, grid, person, region, large, best, image, metric, neighborhood]
Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging
Hofmanninger, Johannes, Langs, Georg
Hofmanninger, Johannes, Langs, Georg
[semantic, visual, learning, set, healthy, label, radiology, weak, relevant, reticular, emphysema, mil, honeycombing, bvw, labeling, content, highest, haralick, weakly, vision, bag, occurring, link] [feature, training, class, map, ensemble, table, compared, learn, decision] [based, supervoxels, supervoxel, anomaly, appearance, precision, generated, generate, multiple, partitioning] [volume, performed, leaf, capture] [data, random, space, vector, mapping, distribution, number, binary, analysis, method, machine] [imaging, figure, ieee, pattern, computer, conference, high, relative] [image, retrieval, medical, corresponding, clinical, texture, tissue, lung, local, descriptor, distance, true, randomized, variability, metric, similarity]
Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision
Schraml, Stephan, Nabil Belbachir, Ahmed, Bischof, Horst
Schraml, Stephan, Nabil Belbachir, Ahmed, Bischof, Horst
[vision, system, visual, novel, test, evaluation, work, generation, set] [map, standard, performance, higher, compared, size] [event, cost, based, dynamic, measure, contrast, truth, generated, temporal, static, three] [scene, ground, reconstruction, approach, depth, performed, timing, estimation] [method, data, sparse, time, number, proposed, algorithm, order, calculation, low] [stereo, disparity, panoramic, figure, high, ieee, computer, left, sensor, pattern, pixel, conference, asynchronous, presented, camera, horizontal, relative, dvs, libelas, fcvf, result, international, vertical] [matching, image, resolution, distance, transformed, view, corresponding, spatial, partial, applied, local]
Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables
Prusa, Daniel
Prusa, Daniel
[vision, set, instance] [root, performance, better, size, input, negative] [object, edge, node, path, based, performs, average, cost] [performed, adjacent, variant] [basic, nonbasic, dependency, energy, algorithm, minimization, simplex, relaxation, binary, variable, time, basis, feasible, number, expressed, linear, method, form, machine, pairwise, xuk, problem, graph, aij, theorem, running, analysis, nonzero, expressing, general, update, depend, corollary, solution, vector, nonsubmodular, diagram, solving, submodular, xui, random, depends, programming, optimal, qpbo, intersecting, consider, induce, cplex] [figure, ieee, pattern, component, result, computer] [pair, cycle, well, called, applied]
Image Denoising via Adaptive Soft-Thresholding Based on Non-Local Samples
Liu, Hangfan, Xiong, Ruiqin, Zhang, Jian, Gao, Wen
Liu, Hangfan, Xiong, Ruiqin, Zhang, Jian, Gao, Wen
[noisy, natural, set, airplane] [standard, table, global, better, window, size, higher] [adaptive, based, three, perceptual, group, average, correlation, adaptively, structural, density] [modeling, model, estimation, shape] [proposed, distribution, regularization, parameter, gaussian, data, sparsity, vector, method, optimal, matrix, min, arg, laplacian, algorithm, house, form, experimental, sparse] [ieee, noise, signal, estimated, paper, deviation, figure, estimate, conference, international, total, observed, uniform, component, computer, pattern, left] [image, denoising, transform, csr, nonlocal, scheme, band, patch, local, expectation, statistical, pca, variance, comparison, psnr, ranging, monarch, lena, similarity, barbara, straw, vary, dictionary, outperforms, baboon, couple]
3D Scanning Deformable Objects With a Single RGBD Sensor
Dou, Mingsong, Taylor, Jonathan, Fuchs, Henry, Fitzgibbon, Andrew, Izadi, Shahram
Dou, Mingsong, Taylor, Jonathan, Fuchs, Henry, Fitzgibbon, Andrew, Izadi, Shahram
[set, latent, system, user, work] [fusing, previous, follow, unit] [frame, sequence, object, segment, dynamic, static, average] [surface, mesh, alignment, scan, bundle, deformation, scanning, adjustment, nonrigid, loop, reconstruction, model, error, initial, shape, single, depth, kinectfusion, closure, deformed, drift, vertex, full, capture, body, rigid, aligned, triangle, normal, roughly, coordinate, kinect, complete, explained, deform, volumetrically, neighboring, ground, template, point, fused, pose, allows, prior, procedure] [energy, data, algorithm, graph, parameter, note, minimize, method] [figure, acm, quality, high, reconstructed, computer, sensor, motion, technique] [partial, reference, distance, resolution, large]
Nested Motion Descriptors
Byrne, Jeffrey
Byrne, Jeffrey
[human, set, dataset, example, relationship, evaluation] [pooling, representation, global, recognition, response, pyramid, observe, performance, pooled, computes, pool, map, kth, improved] [activity, interest, action, spatiotemporal, saliency, salient, complex, video, background, temporal, oriented, frame, based, foreground] [orientation, shape, point, provide, neighboring, single, dominant] [constraint, construction, number, support, function] [motion, phase, nested, component, camera, velocity, robust, steerable, relative, figure, nmd, bandpass, stability, optical, constant, rock, constancy, small, quadrature, estimate, pixel, observed, computer] [descriptor, local, scale, magnitude, gradient, image, normalization, large, compute, spatial, stable, invariant, difference, computed, dense, invariance, unconstrained, encodes, computing]
Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo
Graber, Gottfried, Balzer, Jonathan, Soatto, Stefano, Pock, Thomas
Graber, Gottfried, Balzer, Jonathan, Soatto, Stefano, Pock, Thomas
[vision, european, meaningful, set] [map, input, global, highly, reduce] [based, series, multiple] [surface, depth, reconstruction, term, error, shape, multiview, model, slanted, fact, scene, continuous, ground] [regularizer, regularization, data, optimization, method, form, function, approximation, problem, det, machine, order, min, note, algorithm, norm, case, projection, number, linear, operator, journal, solution, element, curved, convex] [stereo, conference, computer, ieee, pattern, international, perspective, figure, plane, synthetic, geometry, smooth, orthographic, staircasing, piecewise, robust, camera, sphere, square, quality, residual, derivative, parametrization, warping] [image, area, variational, reference, dense, geometric, matching, large, applied, patchmatch]
Maximum Persistency via Iterative Relaxed Inference With Graphical Models
Shekhovtsov, Alexander, Swoboda, Paul, Savchynskyy, Bogdan
Shekhovtsov, Alexander, Swoboda, Paul, Savchynskyy, Bogdan
[set, labeling, label, test, study] [improving, map, table, class, standard, performance, larger, better] [propose, based, node, cost] [graphical, inference, approach, single, discrete, current] [problem, algorithm, persistency, mapping, method, dual, maximum, solution, optimal, energy, strictly, approximate, pruning, relaxation, practical, vector, linear, number, optimality, minimization, relaxed, proof, min, polytope, general, persistent, proposition, lemma, consider, exact, guv, roof, formulation, time, case, condition, solves, order, primal, fuv, guarantee, space, feasible, optimization, solve, proposed, theorem, random, provably, duality, kovtun] [solver, computer, arc] [partial, local, comparison, well, called]
Deep Hierarchical Parsing for Semantic Segmentation
Sharma, Abhishek, Tuzel, Oncel, Jacobs, David W.
Sharma, Abhishek, Tuzel, Oncel, Jacobs, David W.
[semantic, parse, visual, label, learning, labeled, dataset, help, labeling] [rcpn, network, training, feature, bypass, loss, neural, combiner, contextual, daimler, context, cnn, layer, previous, parsing, stanford, deep, better, performance, table, categorizer, mapper, wdec, gcom, decombiner, stronger, refers, ppa, learn, root, referred] [segmentation, node, three, iou, background, utilize, mca, hierarchical, based, entire, propose] [error, tree, model, scene, structure, initial, provide, urban] [random, mrf, proposed, problem, number, order, binary, original] [ieee, figure, enhanced, signal, flow, pixel] [image, internal, sift, propagation, gradient, recursive, parent]
Designing Deep Networks for Surface Normal Estimation
Wang, Xiaolong, Fouhey, David, Gupta, Abhinav
Wang, Xiaolong, Fouhey, David, Gupta, Abhinav
[learning, work, task, understanding, dataset, set, prediction, predicting, vision, evaluate, label] [network, global, output, convolutional, input, coarse, performance, fully, connected, window, size, deep, table, apply, training, top, architecture, improve, layer, cnn, learn, better, sliding, structured, loss, cnns, neural, feature, ablative, conv] [edge, object, box, art, detection, state, complementary] [surface, normal, layout, room, scene, single, estimation, full, reasoning, model, approach, predicts, structure, depth, qualitative, capture, regression, indoor, occlusion] [fusion, data, note, form, problem] [figure, vanishing, computer, captured] [local, image, rate, well]
Layered RGBD Scene Flow Estimation
Sun, Deqing, Sudderth, Erik B., Pfister, Hanspeter
Sun, Deqing, Sudderth, Erik B., Pfister, Hanspeter
[vision, work, european, noisy, dataset] [layer, global, kth, table, bottleneck, jointly] [segmentation, moving, frame, foreground, average, obtains, object, background, propose, based, detection] [depth, scene, rgbd, estimation, rgb, occlusion, ordering, model, term, single, approach, error, rigid, prior, current, allows] [method, support, data, function, energy, solve, promising, note, penalty, code, random, depends] [motion, optical, layered, conference, computer, ieee, figure, pattern, srsf, middlebury, vtk, estimate, second, pixel, rtk, translation, stk, estimated, rotation, utk, international, observation, robust, camera, warped, wtk, decide, gtk, reasonable, aae, constancy, rms] [image, large, local, benchmark, corresponding, scheme]
Hashing With Binary Autoencoders
Carreira-Perpinan, Miguel A., Raziperchikolaei, Ramin
Carreira-Perpinan, Miguel A., Raziperchikolaei, Ramin
[set, search, learning, work, test, processing] [better, training, global, decoder, apply, auxiliary, factor, competitive] [precision, recall] [step, continuous, initialization, model, approach, ground, error, reconstruction] [binary, function, hash, optimization, objective, hashing, bfa, hamming, linear, itq, algorithm, alternating, solution, relaxed, problem, code, method, mac, optimizing, space, tpca, optimal, number, euclidean, thresholded, optimize, quadratic, exact, machine, min, agh, vector, spectral, data, matrix, minimizer, approximate, analysis, theorem, schedule, runtime, form] [computer, small, figure, parallel, pattern, ieee, nested] [distance, image, nearest, autoencoder, encoder, large, change, june, good, retrieval, retrieved]
SUN RGB-D: A RGB-D Scene Understanding Benchmark Suite
Song, Shuran, Lichtenberg, Samuel P., Xiao, Jianxiong
Song, Shuran, Lichtenberg, Samuel P., Xiao, Jianxiong
[evaluate, dataset, understanding, semantic, evaluation, prediction, annotation, task, popular, set, learning, sun, human, study, label, example, tool] [table, recognition, map, training, sliding, raw, performance, svm, effective, size, deep, pascal, context, power, testing] [object, detection, truth, box, iou, segmentation, bounding, based, average, frame, three] [depth, scene, room, kinect, ground, layout, estimation, indoor, point, rgbd, free, xtion, nyu, realsense, orientation, intel, rgb, asus, capture] [space, algorithm, data, convex, number] [figure, color, sensor, total, estimate, camera, angle, computer, captured, inside, quality, accurate, manhattan, result] [image, benchmark, geometric, difference, database, scale]
Diversity-Induced Multi-View Subspace Clustering
Cao, Xiaochun, Zhang, Changqing, Fu, Huazhu, Liu, Si, Zhang, Hua
Cao, Xiaochun, Zhang, Changqing, Fu, Huazhu, Liu, Si, Zhang, Hua
[diversity, learning, work, dataset, diverse, novel, existing] [representation, table, standard, performance, learned, feature, explore, jointly] [complementary, based, multiple, video, employ, recall, performs, precision] [face, approach, multiview, term, ensure, joint] [clustering, subspace, method, data, matrix, spectral, dimsc, namsc, objective, function, proposed, kernel, dependence, hsic, complementarity, extended, algorithm, product, independence, independently, low, row, nmi, number, singlebest, problem, inner, constructed, consider, graph, china, denotes, minimizing, underlying, denote, space, alternating, featconcate, solution, nonlinear] [figure, spc, result, smooth, enforce, equation, second] [similarity, view, corresponding, outperforms, best, well, image]
Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection
Van Horn, Grant, Branson, Steve, Farrell, Ryan, Haber, Scott, Barry, Jessie, Ipeirotis, Panos, Perona, Pietro, Belongie, Serge
Van Horn, Grant, Branson, Steve, Farrell, Ryan, Haber, Scott, Barry, Jessie, Ipeirotis, Panos, Perona, Pietro, Belongie, Serge
[citizen, dataset, annotation, vision, bird, corruption, datasets, mturkers, set, label, test, tool, category, mechanical, mturk, throughput, expert, visual, domain, flickr, interface, cub, search, crowdsourcing, help, community, quiz, task, collect, scientist, vote, collecting, knowledge, nabirds, work, labeling, user, turkers, expertise] [training, imagenet, recognition, level, performance, accuracy, larger, size, class, raw] [object, lab, average, cost, based, multiple] [error, provide] [number, time, analysis, data, corrupted] [computer, figure, quality, high, conference, ieee, pattern, total, real, accurate] [image, large, june, false, rate]
Early Burst Detection for Memory-Efficient Image Retrieval
Shi, Miaojing, Avrithis, Yannis, Jegou, Herve
Shi, Miaojing, Avrithis, Yannis, Jegou, Herve
[visual, search, set, evaluate, dataset, strategy, representative, concept, focus, evaluation] [feature, size, performance, connected, factor, map, table, representation, larger, gain, conduct] [group, detection, three, object, cost, memory, detect, hierarchical] [initial, model, orientation, approach, position] [kernel, number, spectral, clustering, asymmetric, method, symmetric, function, normalized, product, inverted, matrix, quantization, proposed, hamming, vector] [figure, shift, component] [image, burst, scale, descriptor, large, local, retrieval, query, vlad, vocabulary, similarity, isolated, matching, bursty, burstiness, imbalance, early, oxford, patch, remaining, aggregation, aggregated, quick, match, geometrical, database, compute]
Indoor Scene Structure Analysis for Single Image Depth Estimation
Zhuo, Wei, Salzmann, Mathieu, He, Xuming, Liu, Miaomiao
Zhuo, Wei, Salzmann, Mathieu, He, Xuming, Liu, Miaomiao
[predicted, vision, encode, predict, dataset, semantic, probability, exploit, test, prediction, retrieve, set, label] [global, training, layer, trained, table, additional, input, ablation, larger] [superpixel, superpixels, three, based, employed, state, boundary, candidate, box, propose, appearance] [depth, scene, estimation, single, model, structure, approach, normal, layout, term, indoor, potential, detailed, inference, rmrc, reasoning, provide, unary, orientation, discrete, represent, semanticdepth, typically, error, relies, rgb] [method, energy, note, analysis, pairwise, data] [pixel, computer, ieee, conference, estimated, pattern, plane, figure, estimate, geometry] [image, local, region, corresponding, query, large]
Light Field Layer Matting
Fiss, Juliet, Curless, Brian, Szeliski, Rick
Fiss, Juliet, Curless, Brian, Szeliski, Rick
[novel, work, system, content, focus, natural, common, create, vision] [layer, input, map, representation, window] [foreground, background, multiple, threshold, video, propose, weight] [depth, scene, occluded, estimation, single, reconstruction, typically, model, ground] [method, composite, range, operation, problem, algorithm, original, linear, iteration] [light, matting, rendering, layered, color, estimate, ray, alpha, lytro, figure, plane, siggraph, conference, acm, computer, shift, ieee, refocused, matte, perspective, occluders, synthetic, technique, thin, estimating, pattern, spatially, defocus, varying, camera, multicolor, trimap, focal, separate, small, plenoptic, removing, reconstructing, refocusing] [image, compute, view, compare, well, limited, bayesian, computing]
Depth Camera Tracking With Contour Cues
Zhou, Qian-Yi, Koltun, Vladlen
Zhou, Qian-Yi, Koltun, Vladlen
[set, visual, work, system, primary, perception] [contour, global, accuracy, representation] [tracking, based, integrates] [depth, approach, normal, surface, occluding, scene, kinectfusion, alignment, pose, odometry, reconstruction, point, procedure, coordinate, icp, challenging, tum, bylow, tvi, drift, prior, detected, estimation, volumetric, signed, constrain, scanning, catastrophic, silhouette] [missing, function, objective, criterion, mapping, data, optimization, method, algorithm] [camera, figure, color, presented, estimate, small, robust, sensor, ray, noise, smooth, estimated, projective, reconstructed, produced, computer] [image, correspondence, benchmark, registration, distance, view, gradient, geometric, demonstrate, dense, illustrated, establish, despite, computed, reference]
Radial Distortion Homography
Kukelova, Zuzana, Heller, Jan, Bujnak, Martin, Pajdla, Tomas
Kukelova, Zuzana, Heller, Jan, Bujnak, Martin, Pajdla, Tomas
[system, correct, set] [connected, compared, shared] [three, seed] [point, estimation, scene, error, model, sfm] [matrix, proposed, number, basis, algorithm, induced, problem, row, method, linear, case, form, general, vector, ransac, parameter, random, quadratic, optimization, lead, fundamental, eigenvalue, data, element, space] [radial, homography, distortion, solver, plane, planar, pure, bner, estimated, equation, relative, minimal, noise, figure, rotation, second, estimating, unknown, stitching, real, camera, inliers, numerical, stability, polynomial, geometry, handle, computer, observing, motion] [image, well, pair, corresponding, comparison, local]
Efficient Object Localization Using Convolutional Networks
Tompson, Jonathan, Goroshin, Ross, Jain, Arjun, LeCun, Yann, Bregler, Christoph
Tompson, Jonathan, Goroshin, Ross, Jain, Arjun, LeCun, Yann, Bregler, Christoph
[work, human, dataset, learning, set, perform, test, predicted, prediction, instance] [coarse, network, flic, pool, performance, input, convolution, pooling, architecture, convnet, relu, dropout, convolutional, feature, cascade, training, output, standard, layer, improve, table, trained, crop, heatmap, size, cropped, shoulder, maxpool, generalization, detector, accuracy, tompson, shared, sapp, train, toshev, spatialdropout] [detection, mpii, target, average] [model, joint, pose, wrist, location, localization, error, regression, cascaded, estimation, single, body, face, pck, elbow, yang] [normalized, time, number] [figure, high, small, pixel] [spatial, image, distance, scale, resolution, comparison]
Just Noticeable Defocus Blur Detection and Estimation
Shi, Jianping, Xu, Li, Jia, Jiaya
Shi, Jianping, Xu, Li, Jia, Jiaya
[natural, vision, set, work, processing, existing] [feature, map, input, representation, recognition, size, standard, learn] [based, detection, edge, mask, including, strength, strong, recall, propose, generate, precision] [estimation, depth, represent, single, slight] [method, sparsity, sparse, gaussian, number, analysis, data, machine, intelligence, kernel, proposed] [blur, clear, jnb, blurred, small, ieee, conference, figure, defocus, estimate, pattern, blurriness, computer, result, deblurring, sharp, motion, noticeable, frequency, camera, signal, blurry, refocus, handle, directly, generally, spatially, varying, produce, blind, traditional, shi] [image, dictionary, local, patch, region, corresponding, gradient, chakrabarti, well, comparison, difference, commonly, dxi]
How Do We Use Our Hands? Discovering a Diverse Set of Common Grasps
Huang, De-An, Ma, Minghuang, Ma, Wei-Chiu, Kitani, Kris M.
Huang, De-An, Ma, Minghuang, Ma, Wei-Chiu, Kitani, Kris M.
[human, taxonomy, discovered, visual, set, discover, work, dataset, process, learning, diversity, determinantal, diverse, discovering, understanding, probability, unsupervised, purity, common, stream, automatically, type, wmc, subset, prehensile, vision, yhg, label, evaluate] [power, learned, learn, recognition, standard, size] [online, egocentric, object, candidate, based, hierarchical, video, robotic, interaction, action, precision, assigned, coverage, propose, framework] [grasp, hand, dpp, point, tree, approach, utg, prior, grasping] [clustering, data, algorithm, number, cluster, proposed, functional, analysis, nmi, order] [figure, computer, unique, high, center, ratio, camera] [large, fast, sampling, distance, streaming, nearest, compare]
Rotating Your Face Using Multi-Task Deep Neural Network
Yim, Junho, Jung, Heechul, Yoo, ByungIn, Choi, Changkyu, Park, Dusik, Kim, Junmo
Yim, Junho, Jung, Heechul, Yoo, ByungIn, Choi, Changkyu, Park, Dusik, Kim, Junmo
[task, set, learning, vision, novel, written, test, dataset] [layer, input, recognition, connected, output, fully, identity, dnn, deep, multitask, feature, setting, pooling, frontal, table, cpf, performance, neural, training, auxiliary, multipie, size, extracted, cpi, better, network, designed, previous, convolutional, prepared] [target, path, weight, cost, generated] [face, pose, model, single, described, controlled] [code, main, experiment, proposed, arbitrary, function, method, original, parameter, space, avg] [figure, illumination, second, ieee, computer, conference, preserving, result, desired, pattern, changed, high, produced, international] [image, remote, locally, represents, change, best, equal, rate, preserve, demonstrate, construct, gallery, invariant]
Is Object Localization for Free? - Weakly-Supervised Learning With Convolutional Neural Networks
Oquab, Maxime, Bottou, Leon, Laptev, Ivan, Sivic, Josef
Oquab, Maxime, Bottou, Leon, Laptev, Ivan, Sivic, Josef
[supervised, weakly, learning, prediction, coco, visual, test, predict, search, work, dataset, unsupervised, label, indicating, instance, introduce] [network, training, convolutional, pascal, voc, input, output, window, table, neural, performance, architecture, class, recognition, supervision, map, fully, eak, adding, cnn, global, microsoft, layer, deep, train, sliding, extent, validation, size, trained, connected] [object, bounding, score, multiple, detection, box, complex, segmentation, localize, entire] [location, localization, cluttered, single, position, model, scene, procedure] [method, operation, note, form] [figure, presence, setup] [image, limited, illustrated, scale, area]
Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning
Jing, Xiao-Yuan, Zhu, Xiaoke, Wu, Fei, You, Xinge, Liu, Qinglong, Yue, Dong, Hu, Ruimin, Xu, Baowen
Jing, Xiao-Yuan, Zhu, Xiaoke, Wu, Fei, You, Xinge, Liu, Qinglong, Yue, Dong, Hu, Ruimin, Xu, Baowen
[learning, set, dataset, test, select, evaluation, randomly] [learned, feature, representation, discriminative, training, compared, table, designed, pedestrian, learn, recognition, learns] [based, updated, appearance] [approach, term, represent, ensure, provide] [mapping, min, function, coding, sparse, ith, formula, objective, matrix, rank, regularization, number, experimental, china, method, updating, cluster, proposed, denote, close, lagrange] [camera, ieee, conference, figure, captured, technique, intrinsic] [person, image, dictionary, gallery, pair, matching, probe, rate, sscdl, coupled, sampling, discriminant, viper, rdc, rplm, well, kissme, prid, distance, patch, converted, metric, characterize, corresponding]
Dual Domain Filters Based Texture and Structure Preserving Image Non-Blind Deconvolution
Yang, Hang, Zhu, Ming, Niu, Yan, Guan, Yujing, Zhang, Zhongbo
Yang, Hang, Zhu, Ming, Niu, Yan, Guan, Yujing, Zhang, Zhongbo
[domain, scenario, noisy, visual, process] [window, stp, top, table, observe, smaller, representation, performance] [based, propose, forward, adaptive] [structure, approach, joint, volume] [method, proposed, sparse, algorithm, gaussian, dual, shrinkage, parameter, kernel, original, iteration, energy, iterative, regularized, low, house, matrix] [deconvolution, rolling, fourier, ieee, deblurring, noise, figure, preserving, stk, blurred, result, small, blur, residual, simple, quality, left, remove, ringing, signal, detail, produce, frequency] [image, guidance, denoising, transform, bilateral, isnr, variance, texture, outperforms, barbara, uorig, denoised, restoration, large, good, nitr, gray, scale, pieias, spatial, stft, local]
Region-Based Temporally Consistent Video Post-Processing
Dong, Xuan, Bonev, Boyan, Zhu, Yu, Yuille, Alan L.
Dong, Xuan, Bonev, Boyan, Zhu, Yu, Yuille, Alan L.
[consistency, set, example, user, study, visual] [input, global, output, top, level] [frame, temporal, video, temporally, key, segmentation, average, propose, multiple, box, including, threshold, based, dynamic, segmented] [reconstruction, prior, neighboring, single, adjustment, estimation, reconstruct, term] [original, algorithm, method, curve, objective, proposed, number, optimized, solution, problem] [color, result, quality, exposure, high, correction, figure, mse, estimate, motion, acm, spatially, red, second, remove, conference, ieee] [enhancement, region, consistent, auto, corresponding, image, grading, correspondence, comparison, sce, area, difference, local, spatial, premiere, histogram, unwanted, tone, super, experimentally, reference, variance]
Global Refinement of Random Forest
Ren, Shaoqing, Cao, Xudong, Wei, Yichen, Sun, Jian
Ren, Shaoqing, Cao, Xudong, Wei, Yichen, Sun, Jian
[learning, prediction, vision, indicator, set, randomly, dataset, human, rule, visual, subset] [global, training, standard, loss, recognition, decision, size, performance, better, accuracy, reduce, boosting, table, version, refined, smaller, age, feature, achieves, power, deep, clearly] [complementary, individual, propose, strong, strength, node, multiple] [forest, leaf, tree, model, error, depth, regression, randomness, face, independent, single, body] [random, number, pruning, vector, machine, data, function, optimization, alternating, optimal, method, parameter, formulation, matrix, mnist, regularization, experiment, reformulation] [conference, computer, figure, ieee, pattern, real, international, ratio, accurate, relative] [large, well, ideal, local, corresponding]
Adaptive Region Pooling for Object Detection
Tsai, Yi-Hsuan, Hamsici, Onur C., Yang, Ming-Hsuan
Tsai, Yi-Hsuan, Hamsici, Onur C., Yang, Ming-Hsuan
[set, transfer, selected, search, learning, representative, positive, test, esvm, select, evaluate, dataset, car] [pooling, exemplar, feature, training, coarse, table, learn, cnn, testing, pascal, better, performance, achieves, voc, transferred, top, pyramid, discriminative, apply, negative, train, map, size] [object, detection, bounding, recall, adaptive, overlap, segmentation, box, based, target, truth, appearance, propose, performs, mask, segmented, extract, multiple] [structure, detected, model, regression, ground, approach, error] [method, algorithm, proposed, number, note, linear, cluster] [figure, ratio, small, quality] [region, matching, rate, large, sift, well, keypoint, keypoints, image, spatial, compare]
Discriminative and Consistent Similarities in Instance-Level Multiple Instance Learning
Rastegari, Mohammad, Hajishirzi, Hannaneh, Farhadi, Ali
Rastegari, Mohammad, Hajishirzi, Hannaneh, Farhadi, Ali
[positive, instance, mil, learning, bag, consistency, ranking, set, dataset, migraph, categorization, test, discovered, system, text, discovering, csg, datasets, introduce, rxi, coincidental, discovery, evaluate, include, work, task] [negative, discriminative, training, previous, global, feature, table, svm, standard, learn, accuracy, learned] [multiple, node, based, score, edge, walk, eij, weight, object] [approach, reasoning, step, model] [method, pairwise, algorithm, random, optimization, problem, rank, graph, function, clique, consistently, experimental, time] [high, figure] [similarity, image, consistent, maximal, large, notion, local, outperforms, benchmark, compute, includes]
MUlti-Store Tracker (MUSTer): A Cognitive Psychology Inspired Approach to Object Tracking
Hong, Zhibin, Chen, Zhe, Wang, Chaohui, Mei, Xue, Prokhorov, Danil, Tao, Dacheng
Hong, Zhibin, Chen, Zhe, Wang, Chaohui, Mei, Xue, Prokhorov, Danil, Tao, Dacheng
[set, visual, processing, store, learning, evaluation, active, process] [output, feature, performance, input, neural, trained, top, response] [memory, tracking, target, based, object, tracker, muster, appearance, correlation, long, icf, threshold, background, precision, updated, kcf, forgetting, success, retention, integrated, online, employ, survival, plot, meem, strength, employed, struck, tracked, shortterm, bounding, adaptive, ootb, frame] [model, estimation, occlusion, control, detected] [proposed, ransac, number, curve, consider, original, conducted, kernel] [robust, component, figure, relative, result, inside, maintain, second] [keypoints, keypoint, matching, image, database, matched, scale, consists, large, nearest, local, best, corresponding, stable, benchmark, filter]
Finding Action Tubes
Gkioxari, Georgia, Malik, Jitendra
Gkioxari, Georgia, Malik, Jitendra
[task, human, label, visual, positive, predicted, work, report, dataset, study, predict, correct] [convolutional, train, svm, feature, trained, neural, layer, network, build, accuracy, extracted, recognition, ablation, improvement, table, level, cnns, classify, jain, pascal, better, training, inspired] [action, detection, video, object, frame, ucf, auc, threshold, tube, average, score, appearance, wang, three, static, based, overlap, temporal, truth, performs, linked, localize] [approach, model, shape, rgb, ground] [problem, running] [motion, figure, optical, high, camera, produce, red, signal] [spatial, image, region, roc, rate]
Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal
Sun, Jian, Cao, Wenfei, Xu, Zongben, Ponce, Jean
Sun, Jian, Cao, Wenfei, Xu, Zongben, Ponce, Jean
[set, predict, learning, predicting, example, natural, predicted, work, probability] [cnn, convolutional, neural, layer, network, better, table, learned, learn, effective, training, deep, fully] [candidate, based, generate, complex, interval, propose] [approach, estimation, model, challenging, term, single, error] [kernel, distribution, mrf, vector, method, optimize, extension, effectively, note, markov, problem] [motion, blur, blurry, estimate, deblurring, figure, pixel, rotated, camera, estimated, sharp, mse, estimating, uniform, spatially, extend, nonuniform, synthetic, sext, remove, varying, rotation, deconvolution, result, removing, caused, removal, designing, blind, length, directly] [image, patch, dense, local, well, psnr, compare]
Complexity-Adaptive Distance Metric for Object Proposals Generation
Xiao, Yao, Lu, Cewu, Tsougenis, Efstratios, Lu, Yongyi, Tang, Chi-Keung
Xiao, Yao, Lu, Cewu, Tsougenis, Efstratios, Lu, Yongyi, Tang, Chi-Keung
[set, search, evaluation, vision, work, process, novel, example] [performance, level, achieve, selective, output, larger, better, table, recognition, pascal] [object, superpixel, superpixels, edge, recall, iou, grouping, bounding, based, proposal, box, combination, cost, segmentation, mcg, threshold, dmin, candidate, mabo, overlap, auc, spa, detection, transition, merging, average, score, hierarchical, merged, multiple] [searching] [number, complexity, low, method, algorithm, time, graph, space] [color, high, figure, computer, ieee, conference, pattern, small, tested, international, total, produced] [distance, metric, image, dmax, area, spatial, large, best, texture, local]
High-Fidelity Pose and Expression Normalization for Face Recognition in the Wild
Zhu, Xiangyu, Lei, Zhen, Yan, Junjie, Yi, Dong, Li, Stan Z.
Zhu, Xiangyu, Lei, Zhen, Yan, Junjie, Yi, Dong, Li, Stan Z.
[vision, learning, trend, type, evaluate] [recognition, performance, table, identity, accuracy, feature, frontal, deep, contour, level, discriminative] [propose, boundary, based, appearance, adaptive, surrounding] [face, pose, expression, facial, landmark, hpen, model, invisible, shape, morphable, marching, fitting, neutral, depth, robustness, adjusted, yaw, step, editing, visibility] [method, normalized, original, data, analysis, proposed, machine, linear] [ieee, computer, pattern, conference, detail, international, figure, assumption, estimated, poisson, illumination, robust, caused, preserving, estimate] [image, normalization, region, database, unconstrained, large, lfw, corresponding, anchor, ddml, demonstrate, pca, correspondence]
Transformation of Markov Random Fields for Marginal Distribution Estimation
Saito, Masaki, Okatani, Takayuki
Saito, Masaki, Okatani, Takayuki
[set, label, learning, conditional, expected, selected, search, study] [coarse, map, reduce, smaller] [grouping, cost, object, target, fij, calculate, segmentation, indicates] [inference, discrete, continuous, term, free, estimation, unary, joint, approach, full, boltzmann, described] [mrf, marginal, energy, method, mrfs, proposed, distribution, variable, number, space, original, site, computational, discretization, consider, algorithm, augmented, graph, trw, transforming, problem, graining, downsizing, approximate, function, gibbs, markov, condition, gaussian, note, random, experimental, case, suppose, extended, grouped, xizi, third] [second, figure, naive, estimate, directly] [transformed, derived, regular, transformation, grid, applied, transform, variational, choose, calculated, image, large]
Sparse Convolutional Neural Networks
Liu, Baoyuan, Wang, Min, Foroosh, Hassan, Tappen, Marshall, Pensky, Marianna
Liu, Baoyuan, Wang, Min, Foroosh, Hassan, Tappen, Marshall, Pensky, Marianna
[learning, work] [convolutional, network, layer, input, neural, accuracy, fully, convolution, performance, connected, reduce, output, feature, achieve, table, redundancy, higher, cnn, smaller, trained, size, deep, drop, training, previous, cpu, actual, cascade, achieved, loss, highly, apply] [object, detection, average, based, memory, divided, propose, decompose] [model, percentage, performed] [sparse, matrix, multiplication, time, sparsity, number, speedup, kernel, method, original, running, algorithm, theoretical, decomposition, row, cache, loading, column, code, scnn, linear, tensor, basis, avx, complexity, data] [figure, small, second, international, high, conference, total, computer] [dense, large, comparison, overhead, pca, image]
FaceNet: A Unified Embedding for Face Recognition and Clustering
Schroff, Florian, Kalenichenko, Dmitry, Philbin, James
Schroff, Florian, Kalenichenko, Dmitry, Philbin, James
[set, embedding, learning, test, personal, hard, select, positive, work, labeled, embeddings] [inception, loss, training, performance, network, table, triplet, deep, recognition, accuracy, size, convolutional, standard, architecture, input, negative, pooling, val, smaller, trained, layer, reported, representation, reduce, margin, identity, output, bottleneck, achieve, achieves, improve, cnn] [based, online, employ] [face, model, error, approach] [method, number, clustering, batch, data, order, space, dimensionality, reduced, compact] [figure, directly, squared, small, paper, clear] [distance, image, rate, large, lfw, false, well, accept, pair, anchor, person]
Cascaded Hand Pose Regression
Sun, Xiao, Wei, Yichen, Liang, Shuang, Tang, Xiaoou, Sun, Jian
Sun, Xiao, Wei, Yichen, Liang, Shuang, Tang, Xiaoou, Sun, Jian
[human, dataset, learning, work] [better, stage, previous, training, global, root, feature, learn, achieve] [hierarchical, object, based, frame, tracking, average, framework, truth, updated, complex] [pose, hand, regression, palm, estimation, holistic, depth, coordinate, articulated, cascaded, viewpoint, approach, body, fps, initial, canonical, error, parameterization, lrf, joint, model, ground, finger, initialization, forest, regressing, offset, regressors, rough, challenging, articulation] [random, algorithm, update, note, data] [pixel, estimate, camera, axis, real, estimated, figure, rotation, angle, second, plane, residual, high, pitch, motion, directly] [image, large, transformation, invariance, normalization, difference, applied, corresponding, good, local]
Cross-Scene Crowd Counting via Deep Convolutional Neural Networks
Zhang, Cong, Li, Hongsheng, Wang, Xiaogang, Yang, Xiaokang
Zhang, Cong, Li, Hongsheng, Wang, Xiaogang, Yang, Xiaokang
[dataset, test, learning, unseen, randomly, set, selected, labeled, treated, surveillance, task, predict, predicted, example] [training, map, cnn, pedestrian, loss, table, deep, global, better, ucsd, performance, trained, convolutional, neural, input, compared, learn, learned, nonparametric] [crowd, density, counting, target, truth, based, count, video, detection, segmentation, foreground, ucf, candidate, three, propose, framework, object, including] [scene, model, regression, ground, estimation, switchable, head, introduced] [method, number, proposed, distribution, data, objective, kernel, normalized] [figure, perspective, estimated, total, absolute] [image, local, patch, retrieved, ridge, scheme, view, best, scale]
The Application of Two-Level Attention Models in Deep Convolutional Neural Network for Fine-Grained Image Classification
Xiao, Tianjun, Xu, Yichong, Yang, Kuiyuan, Zhang, Jiaxing, Peng, Yuxin, Zhang, Zheng
Xiao, Tianjun, Xu, Yichong, Yang, Kuiyuan, Zhang, Jiaxing, Peng, Yuxin, Zhang, Zheng
[bird, dog, relevant, set, selected, work, dataset, search, visual, process, prediction, domain, learning, select] [cnn, feature, domainnet, level, training, pipeline, performance, accuracy, deep, convolutional, detector, trained, discriminative, network, weakest, advantage, better, class, testing, filternet, train, supervision, extractor, softmax, dpd, neural, selective, arxiv, achieves, preprint, learn] [attention, object, bounding, detection, score, box, based, group, extract, foreground, propose, three, utilize] [error, pose, step, provide, deformable, detailed] [method, cluster, proposed, data, clustering, selects] [figure, second, high, phase] [image, patch, best, large]
End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression
Wan, Li, Eigen, David, Fergus, Rob
Wan, Li, Eigen, David, Fergus, Rob
[set, system, learning, human, positive, prediction, perform, green, predicted] [loss, training, convolutional, convnet, dpm, network, root, input, layer, performance, train, feature, pascal, response, negative, trained, apply, def, hog, max, output, map, size, table, pyramid, voc, convolution, class, improves, deep, integrating, imagenet, structured, achieves, neural, discriminative, activation] [object, bounding, detection, box, appearance, cost, suppression, entire, online, three] [model, deformation, ground, deformable, location, joint] [note, assignment, function, form, machine] [figure, red, computer, ieee, relative] [image, view, spatial, applied, scale, person, well, region]
A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions
Peng, Kuan-Chuan, Chen, Tsuhan, Sadovnik, Amir, Gallagher, Andrew C.
Peng, Kuan-Chuan, Chen, Tsuhan, Sadovnik, Amir, Gallagher, Andrew C.
[emotion, evoked, source, probability, category, transferring, cnnr, predicting, emotional, user, set, transfer, provided, work, predict, amt, positive, dmtr, keywords, subject, joy, semantic, study, hit, randomly, human] [table, previous, better, cnn, input, performance, convolutional, feature, neural, level, training, comparable] [target, truth, framework, multiple, three, average, saliency, propose, based] [ground, affective, dominant, single, model, svr] [distribution, method, basic, random, proposed, experiment, number, changing, algorithm] [color, figure, international, adopt, uniform, ieee] [image, transformed, distance, change, texture, outperforms, closer, tone, compare, database, corresponding, transform, histogram, difference, modify]
Neuroaesthetics in Fashion: Modeling the Perception of Fashionability
Simo-Serra, Edgar, Fidler, Sanja, Moreno-Noguer, Francesc, Urtasun, Raquel
Simo-Serra, Edgar, Fidler, Sanja, Moreno-Noguer, Francesc, Urtasun, Raquel
[fashionability, post, user, clothing, fashion, dataset, type, latent, work, predicting, fashionable, pastel, semantic, prediction, casual, enp, style, refer, predict, dress, sentiment, los, analyze, perform, personal, going, country, ethnicity, people, garment, example] [table, feature, crf, learn, network, deep, output, class, improve, setting, map, hidden, performance, neural, input] [online, segmentation, individual, strong] [model, scene, current, social, dominant, unary, location, face, reader] [number, order, analysis, pairwise, random, note, cluster, time] [black, figure, high, photograph, small, blue] [image, large, well, person, visualization, scale, compute, consists]
Part-Based Modelling of Compound Scenes From Images
van den Hengel, Anton, Russell, Chris, Dick, Anthony, Bastian, John, Pooley, Daniel, Fleming, Lachlan, Agapito, Lourdes
van den Hengel, Anton, Russell, Chris, Dick, Anthony, Bastian, John, Pooley, Daniel, Fleming, Lachlan, Agapito, Lourdes
[set, work, randomly, aim, natural, semantic, example] [input, performance, testing, adding, van, table] [object, based, correctly, generated, video, three] [structure, scene, template, silhouette, reconstruction, lego, model, shape, building, allows, plausible, single, fact, pose] [method, matrix, number, problem, projection, space, case, vector, form, block, note, general, support, row, basis, required, den, order, min, arg, optimization, binary, constructed, original] [figure, noise, real, estimated, estimate, recovered, camera, synthetic, recover, varying, estimating, measurement, physically, computer, equation, component, high] [image, fraction, corresponding, represents, true, impact, large]
Efficient Parallel Optimization for Potts Energy With Hierarchical Fusion
Veksler, Olga
Veksler, Olga
[label, labeling, set, vision, subset, perform] [factor, level, better, smaller, larger, root, recognition, compared, achieve] [node, hierarchical, based, boundary, assigned] [tree, approach, unary, performed, initial, structure, fact, model] [algorithm, expansion, fusion, energy, potts, optimality, iteration, number, optimal, fpq, optimization, time, approximation, binary, running, swap, problem, optimizing, move, pairwise, machine, solution, graph, labellings, minimization, repeat, intelligence, counted, xab, guaranteed, depend, proof, iterative, converged, speedup, case, random, analysis] [parallel, computer, ieee, pattern, conference, figure, pixel, stereo, left, result] [image, good, partial, illustrated, comparison, hierarchy, return, best]
Pooled Motion Features for First-Person Videos
Ryoo, Michael S., Rothrock, Brandon, Matthies, Larry
Ryoo, Michael S., Rothrock, Brandon, Matthies, Larry
[dataset, set, human, learning, datasets] [feature, representation, pooling, cnn, recognition, ifv, performance, pyramid, advantage, compared, designed, previous, overfeat, max, combining, improved, caffe, convolutional, better, pooled, hog, class, table, public] [pot, temporal, activity, video, series, dogcentric, itf, multiple, uec, hof, appearance, park, based, entire, framework, including, combined, egocentric, mbh, stip, sequence] [capture, single, structure, performed, approach, described, cuboid] [time, vector, superior, number, idea, explicitly] [motion, figure, conventional, camera, optical, result, tested] [bow, descriptor, image, best, local, histogram, well, representing]
Functional Correspondence by Matrix Completion
Kovnatsky, Artiom, Bronstein, Michael M., Bresson, Xavier, Vandergheynst, Pierre
Kovnatsky, Artiom, Bronstein, Michael M., Bresson, Xavier, Vandergheynst, Pierre
[human, work, soft, system, set] [setting, map, representation, performance, version] [localized, wij] [shape, structure, point, completion, approach, error, mesh, localization, model, introduced, term, princeton, alignment, scape, deformable] [matrix, problem, method, functional, data, manifold, laplacian, optimization, note, function, number, ovsjanikov, row, min, proposed, diagonal, scarce, basis, pokrass, eigenbases, denote, rank, kernel, delta, graph, geodesic, dirichlet, computational, minimizing, isometric, compressed, represented, linear, subspace, case, analysis, norm, spectral] [figure, intrinsic, computer, quality, fourier, geometry] [correspondence, geometric, corresponding, matching, respective, large, computed, dense]
Elastic-Net Regularization of Singular Values for Robust Subspace Learning
Kim, Eunwoo, Lee, Minsik, Oh, Songhwai
Kim, Eunwoo, Lee, Minsik, Oh, Songhwai
[learning, selected, example, introduce] [performance, compared] [based, average, cost, sequence, background, frame, heavy, strong, stationary, including, static] [reconstruction, point, error, modeling, approach, estimation] [proposed, method, matrix, data, unifying, facten, rank, problem, algorithm, missing, factorization, solution, approximation, regularization, outlier, singular, solve, aladm, min, minimization, principal, computational, kkt, subspace, analysis, augmented, norm, alternating, corrupted, giraffe, number, optimization, ialm, convex, range, esyn, function, convergence, journal, update, time, computation, solved, machine, iteration, note, shark] [figure, robust, presence, synthetic, motion, ratio, component, photometric, lagrangian, ieee] [applied, image, weighted, gradient]
Hardware Compliant Approximate Image Codes
Kuang, Da, Gittens, Alex, Hamid, Raffay
Kuang, Da, Gittens, Alex, Hamid, Raffay
[vision, set, visual, work, encode] [accuracy, size, table, training, pascal, increase, feature, mit, standard, compared, discriminative, better, class] [average, memory, plot, cost] [error, reconstruction, approach, fact, volume] [encoding, exact, approximate, llc, proposed, approximation, codewords, analysis, linear, coding, note, cluster, matrix, perturbation, codebook, bmt, number, normalized, solving, main, intuition, empirical, assignment, theorem, sparse, computational, function, consider, complexity, multiplication, min, codeword, cholesky] [computer, figure, equation, ieee, hardware, pattern, high] [scheme, nearest, image, dictionary, cvpr, local, counterpart, large, modern, distance]
Photometric Refinement of Depth Maps for Multi-Albedo Objects
Chatterjee, Avishek, Madhav Govindu, Venu
Chatterjee, Avishek, Madhav Govindu, Venu
[vision, novel] [highly, map, raw, global] [cost, object, combination, propose, multiple] [depth, surface, normal, reconstruction, approach, shape, kinect, estimation, free, plate] [method, matrix, rank, solve, factorization, function, linear, problem, approximation, algorithm, norm, solution, optimal, note, range, solved, iteratively, solving, lie, case] [albedo, photometric, brightness, figure, computer, observed, radiometric, constant, equation, stereo, calibration, robust, high, light, pixel, noise, estimated, lighting, pattern, lambertian, varying, accurately, recover, intensity, camera, specular, quality, international, illumination, estimate, terracotta, uncalibrated, monotonically, component, recovering, relative, anp, ambiguity, conference] [image, gradient, wide, well, corresponding]
Predicting the Future Behavior of a Time-Varying Probability Distribution
Lampert, Christoph H.
Lampert, Christoph H.
[set, probability, learning, prediction, domain, future, predicted, embedding, adaptation, work, extrapolating, predict, visual, vision, source, conditional, predicting, test, extrapolate, embeddings, study, positive] [training, learn, setting, table, feature, input, apply, identity, actual] [target, video, situation, sequence] [step, regression, mixture, model, split] [distribution, data, time, edd, kernel, sample, herding, rkhs, method, machine, hilbert, space, linear, operator, problem, empirical, order, number, predsvm, convex, form, working, reproducing, experiment, practical, inner, vector, regularization] [observed, conference, synthetic, figure, estimate, computer, real, international, second, equation] [true, weighted, distance, consists]
Classifier Based Graph Construction for Video Segmentation
Khoreva, Anna, Galasso, Fabio, Hein, Matthias, Schiele, Bernt
Khoreva, Anna, Galasso, Fabio, Hein, Matthias, Schiele, Bernt
[set, learning, type, learnt, work, subset, common, test, baseline, visual] [performance, validation, training, feature, improves, better, connected, improve, table, improvement, level, learn] [video, segmentation, edge, superpixels, based, topology, partitioning, bpr, superpixel, wij, vpr, boundary, appearance, precision, galasso, measure, frame, temporal, object, propose, ncl, average, hierarchical, partition, mjf] [model, shape, approach, provide, allows, challenging, procedure, split] [graph, proposed, number, consider, spectral, clustering, construction, selection, method, algorithm, exp, optimal, literature, matrix] [figure, calibration, motion, length, optical] [similarity, image, best, distance, large, neighbor, compute]
ActivityNet: A Large-Scale Video Benchmark for Human Activity Understanding
Caba Heilbron, Fabian, Escorcia, Victor, Ghanem, Bernard, Carlos Niebles, Juan
Caba Heilbron, Fabian, Escorcia, Victor, Ghanem, Bernard, Carlos Niebles, Juan
[activitynet, human, untrimmed, dataset, datasets, category, existing, household, collection, annotation, vision, set, test, semantic, personal, encode, visual, goal, taxonomy, variety, benchmarking, report, cleaning, hardest, search, introduce, hard, annotated, rich] [recognition, performance, feature, level, top, deep, table, class, validation, challenge, map, structured, training, size] [activity, video, action, trimmed, temporal, detection, three, ing, object, multiple, average, thumos, organization, static, measure] [current, provide, scene] [number, data, order, note, largest, analysis, time, third] [figure, computer, motion, second, international, care] [large, benchmark, scale, compare, false, best, limited, tier, hierarchy]
Mid-Level Deep Pattern Mining
Li, Yao, Liu, Lingqiao, Shen, Chunhua, van den Hengel, Anton
Li, Yao, Liu, Lingqiao, Shen, Chunhua, van den Hengel, Anton
[visual, mining, association, set, rule, discovered, discovery, dataset, discover, process, category, work, natural, baseline, representativeness, positive, test, outperforming, item] [cnn, activation, training, discriminative, pooling, feature, mdpm, table, neural, convolutional, performance, recognition, deep, max, representation, appealing, mit, pascal, voc, conf, detector, accuracy, suppmin, scfvc, ensemble, extracted, class, previous, apply, train, frequent] [object, target, based, bounding, box, detection, merging] [approach, indoor, scene, current] [element, number, proposed, algorithm, encoding, min, largest, method, linear] [pattern, ieee, transaction, figure, high] [image, large, patch, corresponding, vlad, local]
Prediction of Search Targets From Fixations in Open-World Settings
Sattar, Hosnieh, Muller, Sabine, Fritz, Mario, Bulling, Andreas
Sattar, Hosnieh, Muller, Sabine, Fritz, Mario, Bulling, Andreas
[search, visual, book, prediction, set, predict, task, amazon, work, predicting, chance, behaviour, human, learning, evaluation, colour, collage, natural, synthesised, investigated, user, relevance, qtest, vision, qtrain, dataset, test, categorical, focused] [accuracy, setting, level, size, previous, training, performance, train, window, recognition, optimum, higher, learn, svm] [target, eye, three, average, cognitive, movement, based, tracker, appearance, longer] [gaze, potential, model, approach, challenging, control, searching] [data, number, problem, proposed, formulation, minimum, binary, journal, random, method, experiment, implicit] [figure, assume, pattern] [image, query, sampling, well, similarity, retrieval, patch]
Understanding Image Representations by Measuring Their Equivariance and Equivalence
Lenc, Karel, Vedaldi, Andrea
Lenc, Karel, Vedaldi, Andrea
[learning, visual, set, task, cat, example] [equivariant, hog, feature, convolutional, representation, learned, deep, cnn, layer, input, performance, equivariance, structured, lexn, training, regulariser, table, neighbourhood, learn, map, lcs, loss, trained, better, size, neural, shallow, output, compensated, generic] [] [regression, error, reconstruction, pose, structure, fact] [mapping, equivalence, data, sparsity, permutation, linear, number, case, sparse, experiment, method, original, objective, problem, empirically] [rotation, figure, vertical, horizontal, small, second, translation, stitching, direct] [image, transformation, invariant, invariance, local, corresponding, good, geometric, distance]
Effective Learning-Based Illuminant Estimation Using Simple Features
Cheng, Dongliang, Price, Brian, Cohen, Scott, Brown, Michael S.
Cheng, Dongliang, Price, Brian, Cohen, Scott, Brown, Michael S.
[set, work, evaluation, natural, subset] [training, performance, table, feature, input, ensemble, better, output, trained, van, reported] [based, truth, average, including, three, group, framework] [regression, tree, estimation, rgb, error, scene, ground, approach, surface, evaluated, model] [data, method, proposed, number, time, spectral, space] [color, chromaticity, illuminant, illumination, constancy, camera, gamut, figure, simple, median, josa, estimated, mode, angular, result, laboratory, palette, sfu, corrected, paper, learningbased] [image, best, local, statistical, comparison, bayesian, compare, fast, good]
PAIGE: PAirwise Image Geometry Encoding for Improved Efficiency in Structure-From-Motion
Schonberger, Johannes L., Berg, Alexander C., Frahm, Jan-Michael
Schonberger, Johannes L., Berg, Alexander C., Frahm, Jan-Michael
[visual, evaluation, predict, incremental, positive, strategy, describe] [feature, stage, reduce, training, performance] [overlap, based, eye, propose, multiple] [location, orientation, approach, scene, sfm, volume, structure, reconstruction, model] [number, pairwise, method, approximate, time, computational, proposed, encoding, random, quadratic, data, matrix, scalable, low, ransac] [geometry, camera, figure, square, produce, small, rotation, translation, motion, relative, robust] [image, matching, paige, change, geometric, retrieval, rome, vocabulary, large, pair, match, exhaustive, trafalgar, london, tate, san, histogram, overhead, modern, marco, true, preemptive, false, scale, sift, overlapping, compute, similarity, descriptor, putative, fast, corresponding]
Dense, Accurate Optical Flow Estimation With Piecewise Parametric Model
Yang, Jiaolong, Li, Hongdong
Yang, Jiaolong, Li, Hongdong
[vision, set, work, labeling, label, european, test, example, clean] [recognition, table, training, compared] [complex, segmentation, based, multiple, segment, frame] [model, estimation, term, kitti, joint, represent, discrete, approach, error, occluded, volume, initialization, initial] [method, energy, proposed, algorithm, data, function, time, note, optimization, minimization, journal, number, analysis, machine, intelligence, pairwise, solve, problem] [motion, optical, computer, parametric, homography, piecewise, conference, pattern, ieee, international, small, mdl, figure, estimated, continuity, homographies, accurate, pixel, estimate, middlebury, homogeneous, flow, brightness, constancy] [image, large, benchmark, dense, well, sintel, displacement, variational, comparison, fast]
Single-Image Estimation of the Camera Response Function in Near-Lighting
Rodrigues, Pedro, Barreto, Joao P.
Rodrigues, Pedro, Barreto, Joao P.
[vision, perform, system, work, set, written] [crf, response, generic, previous] [multiple, strong, segmentation, three, applicable] [estimation, approach, scene, model, single, described, shape, performed, surface, step, require, procedure] [method, function, proposed, linear, machine, algorithm, vector, crfs, note, analysis, range] [calibration, light, camera, vignetting, white, albedo, radiometric, color, computer, ieee, isolines, irradiance, figure, pattern, balance, isoline, ratio, conference, caltag, brightness, estimate, endoscopic, zoom, constant, lens, sensor, equation, pixel, high, surgeon, isovalue, endoscopy, correction, arthroscope, planar, calibrated, carried] [image, grid, medical, acquired, geometric, well, scale, patch, invariance]
Multispectral Pedestrian Detection: Benchmark Dataset and Baseline
Hwang, Soonmin, Park, Jaesik, Kim, Namil, Choi, Yukyung, So Kweon, In
Hwang, Soonmin, Park, Jaesik, Kim, Namil, Choi, Yukyung, So Kweon, In
[dataset, vision, datasets, human, positive, annotated, introduce, evaluation, baseline, system, existing] [acf, pedestrian, channel, feature, negative, capturing, recognition, additional, compared, trained, better, larger, standard, performance, caltech] [detection, based, object, three, bounding, temporal, average, frame, heavy, video] [occlusion, aligned, height, occluded, visible, shape, kitti] [number, analysis, proposed, machine, extension, algorithm] [thermal, color, multispectral, camera, figure, pattern, computer, ieee, conference, captured, infrared, hardware, day, beam, night, pixel, reasonable, nighttime, international, calibration, braking, splitter, handle, daytime, medium] [image, rate, false, distance, scale, partial, gradient, voting, person]
A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration
Addison Lee, Jimmy, Cheng, Jun, Hai Lee, Beng, Ping Ong, Ee, Xu, Guozhen, Wing Kee Wong, Damon, Liu, Jiang, Laude, Augustinus, Han Lim, Tock
Addison Lee, Jimmy, Cheng, Jun, Hai Lee, Beng, Ping Ong, Ee, Xu, Guozhen, Wing Kee Wong, Damon, Liu, Jiang, Laude, Augustinus, Han Lim, Tock
[multimodal, dataset, test, datasets, describe] [feature, higher, window, factor, achieve] [average, success, based, edge, detection, extraction, bin, contrast, eye] [step, mae, point, volume, error, robustness] [algorithm, method, number, proposed, low, form] [intensity, rotation, robust, color, figure, pattern, distributed, high, uniformly, angle] [image, retinal, registration, scale, corner, sift, severe, unhealthy, rate, fundus, vascular, geometric, lospa, descriptor, invariant, corresponding, transformation, local, register, matched, gradient, bifurcation, applied, harris, closest, mutual, change, repeatability, match, matching, connecting, difference, mee]
Bilinear Heterogeneous Information Machine for RGB-D Action Recognition
Kong, Yu, Fu, Yun
Kong, Yu, Fu, Yun
[learning, visual, dataset, knowledge, work, existing, risk, human] [feature, svm, recognition, learned, shared, training, performance, table, discriminative, accuracy, achieves, learn, representation, compared, better, reduce, generalization, extracted, learns, testing] [action, spatiotemporal, msr, structural, activity, measure, daily, oriented, three] [depth, rgb, model, capture, projected, naturally, term, body, allows] [bhim, bilinear, parameter, data, matrix, linear, modality, method, space, problem, proposed, form, projection, nxyt, rank, missing, effectively, heterogeneous, optimization, algorithm, original, dimensionality, vector, function, min, compress, order, regularizer, regularized, minimization, case, solved, optimized] [noise, motion, figure, solver, total] [outperforms, comparison]
MRF Optimization by Graph Approximation
Kim, Wonsik, Mu Lee, Kyoung
Kim, Wonsik, Mu Lee, Kyoung
[labeling, type, generation, set, unlabeled, dataset, labeled, label] [table, performance, size, achieves] [proposal, generate, weight, strength, node, applicable, three, success] [unary, current, approach, term, tree, model] [energy, graph, function, algorithm, original, approximated, binary, solution, approximation, random, pairwise, fusion, qpbo, method, number, mrf, proposed, optimization, approximate, low, problem, choice, minimum, optimal, submodular, optimize, time, summarized, chosen, easy, santa, optimizing, move, lowest, xcurrent, reduced, minimization, appropriate] [figure, relative, deconvolution, simple, synthetic, quality] [image, good, applied, texture, rate, metric, limited]
SALICON: Saliency in Context
Jiang, Ming, Huang, Shengsheng, Duan, Juanyong, Zhao, Qi
Jiang, Ming, Huang, Shengsheng, Duan, Juanyong, Zhao, Qi
[mouse, visual, dataset, human, paradigm, coco, natural, osie, datasets, salicon, amt, vision, sauc, collection, category, attentional, collect, crowdsourcing, system, set, understand, work, evaluation, peripheral, collected, task, web, psychophysical, cursor] [map, context, contextual, percent, training, performance, width] [saliency, eye, object, tracking, attention, average, attract, propose, viewed, based, record] [scene, gaze, current, procedure] [data, number, function, sample, low, computational, method, gaussian, general] [figure, center, viewing, computer, relative, blur, high, blending, bias, sensitivity] [image, resolution, large, spatial, practice, distance, rate]
Weakly Supervised Object Detection With Convex Clustering
Bilen, Hakan, Pedersoli, Marco, Tuytelaars, Tinne
Bilen, Hakan, Pedersoli, Marco, Tuytelaars, Tinne
[learning, latent, supervised, positive, weakly, set, work, probability, search, visual, help] [training, window, discriminative, learned, class, learn, standard, performance, voc, song, table, feature, pascal, additional, loss, svm, global, negative, improve, jointly, neural, learns] [object, detection, target, based, multiple, appearance, background, propose, measure, average] [term, localization, single, model, location, inference, challenging] [method, clustering, convex, formulation, cluster, algorithm, slsvm, optimization, case, parameter, number, problem, regularization, stuck, function, vector, optimal, initialize, enforces, objective] [figure, avoid, smooth, small, enforce] [similarity, image, best, compare, local, comparison, weighted, outperforms]
Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database
Shin, Hoo-Chang, Lu, Le, Kim, Lauren, Seff, Ari, Yao, Jianhua, Summers, Ronald M.
Shin, Hoo-Chang, Lu, Le, Kim, Lauren, Seff, Ari, Yao, Jianhua, Summers, Ronald M.
[topic, learning, radiology, semantic, perplexity, document, latent, language, text, lda, visual, categorization, sentence, word, processing, report, set, datasets, work, natural, diagnostic, mining, collection, describing, dataset, unsupervised, label, referring, system] [deep, cnn, neural, imagenet, output, training, extracted, table, convolutional, level, cnns, trained, representation, learned, learn, map, better] [key, based, object, score, three, cost] [model, supplementary, body, adjacent] [vector, number, space, data, national, dirichlet, machine] [figure, imaging, computer, conference, high] [image, medical, large, disease, good, reference, database, matching]
Learning Semantic Relationships for Better Action Retrieval in Images
Ramanathan, Vignesh, Li, Congcong, Deng, Jia, Han, Wei, Li, Zhen, Gu, Kunlong, Song, Yang, Bengio, Samy, Rosenberg, Charles, Fei-Fei, Li
Ramanathan, Vignesh, Li, Congcong, Deng, Jia, Han, Wei, Li, Zhen, Gu, Kunlong, Song, Yang, Bengio, Samy, Rosenberg, Charles, Fei-Fei, Li
[relationship, visual, relation, vision, set, prediction, language, embedding, semantic, learning, dataset, consistency, mutually, work, human, people, positive, exclusive, riding, predicted, rab, test, feeding, textual, holding, newly, ank, knowledge, processing, correct, cab, subset, ang, label, returned, search] [recognition, loss, training, neural, learn, higher, performance, additional, better, layer, improvement, gain, learned, network, stanford, train, compared] [action, object, based, weight, three] [model, prior, full, single] [method, objective, function, vector, data, number, original] [computer, conference, ieee, pattern, international, figure, small] [image, retrieval, person, corresponding, large, similarity]
Hierarchical Recurrent Neural Network for Skeleton Based Action Recognition
Du, Yong, Wang, Wei, Wang, Liang
Du, Yong, Wang, Wei, Wang, Liang
[human, dataset, work, vision, learning] [layer, recognition, recurrent, rnn, neural, brnn, hidden, network, lstm, input, deep, representation, output, training, connected, fully, connection, activation, accuracy, brnns, tanh, gate, effectiveness, contextual, table, subnets, chaudhry] [action, skeleton, temporal, based, three, hierarchical, sequence, forward, msr, propose, berkeley, vantigodi, memory, backward] [model, body, capture, depth, joint, performed, trunk, represent] [proposed, experimental, time, number, problem, function, method] [conference, ieee, bidirectional, computer, pattern, motion, international, figure, adopt, left] [compare, derived, corresponding, spatial, gradient]
Depth and Surface Normal Estimation From Monocular Images Using Regression on Deep Features and Hierarchical CRFs
Li, Bo, Shen, Chunhua, Dai, Yuchao, van den Hengel, Anton, He, Mingyi
Li, Bo, Shen, Chunhua, Dai, Yuchao, van den Hengel, Anton, He, Mingyi
[set, work, transfer, learning, predict, predicted, semantic, common, rel] [deep, training, map, size, performance, level, network, table, cnn, convolutional, crf, transferred, neural, context, layer, learned, trained, generalization, input, feature] [framework, hierarchical, extract, truth, formulate] [depth, estimation, regression, surface, model, normal, single, nyu, scene, error, structure, inference, qualitative, ground, term, represent, monocular, provide] [data, method, problem, number, experimental, function, random, proposed, solution, energy, denotes] [pixel, ieee, color, estimated, figure, estimate, presented, liu, blue] [image, local, large, patch, corresponding]
Discriminative Shape From Shading in Uncalibrated Illumination
Richter, Stephan R., Roth, Stefan
Richter, Stephan R., Roth, Stefan
[learning, dataset, test, set, prediction, natural, work, address, evaluate, datasets, aim] [training, map, input, discriminative, mit, performance, contour, output, feature, context, trained] [object, strong, correlation] [surface, shape, silhouette, normal, approach, regression, single, estimation, model, point, realistic, allows, modeling, evaluated, environment, drel, forest, medial, occluding] [data, method, gaussian, time, directional, convex, consider, distribution] [illumination, shading, synthetic, lighting, integrability, estimate, intrinsic, component, color, direction, real, unknown, estimated, estimating, white, relative, second, pixel, texton, uniform, figure, barron, photometric, sphere, light] [image, spatial, distance, local, well, scale]
Multi-Manifold Deep Metric Learning for Image Set Classification
Lu, Jiwen, Wang, Gang, Deng, Weihong, Moulin, Pierre, Zhou, Jie
Lu, Jiwen, Wang, Gang, Deng, Weihong, Moulin, Pierre, Zhou, Jie
[set, learning, dataset, datasets, visual, randomly, versus, existing, selected, work] [deep, mmdml, discriminative, training, recognition, feature, layer, compared, network, testing, learned, margin, table, performance, learn, standard, top, dfrv, neural, class, nonlinearity, grant, map] [object, multiple, based, average, video, propose, employed, key, appearance] [face, model, approach, single] [method, manifold, number, ytc, nonlinear, proposed, sample, function, mobo, algorithm, time, china, problem, singapore, analysis, mmsml, vector, linear, nonlinearly, effectively] [figure, captured, second, varying] [image, distance, compute, rate, metric, pubfig, computed, large, similarity, nearest]
Target Identity-Aware Network Flow for Online Multiple Target Tracking
Dehghan, Afshin, Tian, Yicong, Torr, Philip H. S., Shah, Mubarak
Dehghan, Afshin, Tian, Yicong, Torr, Philip H. S., Shah, Mubarak
[association, learning, set, human, introduce, annotation] [network, global, structured, performance, detector, discriminative, highly, better, identity] [tracking, object, target, candidate, multiple, cost, based, detection, online, track, node, frame, fij, bounding, appearance, edge, video, overlap, tracker, lot, temporal, transition, segment, score, consecutive, assigned, struck, sequence, propose, gog, spot, three] [model, inference, location, manual, allows, penalizes] [method, data, constraint, solution, proposed, number, lagrange, problem, graph, relaxation, optimization, algorithm, function, vector, minimum, linear, greedy, solving, main, relaxing] [observation, lagrangian, figure, color, traditional] [spatial, best, pair]
Adaptive As-Natural-As-Possible Image Stitching
Lin, Chung-Ching, Pankanti, Sharathchandra U., Natesan Ramamurthy, Karthikeyan, Aravkin, Aleksandr Y.
Lin, Chung-Ching, Pankanti, Sharathchandra U., Natesan Ramamurthy, Karthikeyan, Aravkin, Aleksandr Y.
[vision, set, natural, extrapolate, novel, visual] [global, recognition, compared, feature, reduce] [target, propose, moving, multiple, combination] [point, approach, alignment, scene, single, error, offset, warp, provide, ground] [method, proposed, parameter, gaussian, row, ransac, optimal, argmin, projection, matrix, function] [stitching, homography, perspective, figure, parallax, result, distortion, computer, sphp, panorama, estimate, camera, plane, linearization, apap, extrapolation, rotation, smoothly, ieee, smooth, pattern, conference, homographic, varying, projective, unnatural, linearized, angle, dlt, temple, estimated, motion] [image, similarity, transformation, local, overlapping, reference, corresponding, transform, anchor, area, weighting, computed, best, distinct, good, weighted]
EpicFlow: Edge-Preserving Interpolation of Correspondences for Optical Flow
Revaud, Jerome, Weinzaepfel, Philippe, Harchaoui, Zaid, Schmid, Cordelia
Revaud, Jerome, Weinzaepfel, Philippe, Harchaoui, Zaid, Schmid, Cordelia
[set, work, perform, evaluate, dataset, incorrect, test] [table, contour, training, better, input, level, performance] [based, propose, edge, performs, cost, density, state] [kitti, estimation, approach, error, occluded, initialization, term, model] [geodesic, energy, minimization, euclidean, method, approximation, order, sparse, computation, note, algorithm, time] [interpolation, optical, motion, pixel, figure, estimate, middlebury, small, ieee, flow, robust, second, interpolated, quality, result] [distance, epicflow, matching, image, dense, large, variational, aee, correspondence, scheme, local, match, sed, compute, impact, kpm, comparison, fast, deepmatching, deepflow, well, kdg, displacement, compare, neighbor, outperforms, computed, region]
Learning Coarse-to-Fine Sparselets for Efficient Object Detection and Scene Classification
Cheng, Gong, Han, Junwei, Guo, Lei, Liu, Tianming
Cheng, Gong, Han, Junwei, Guo, Lei, Liu, Tianming
[dataset, set, visual, learning, existing, work, baseline, exploit, unsupervised, aca, supervised] [sparselets, activation, discriminative, training, classification, coarse, train, hidden, shared, learned, pascal, mit, fine, sparselet, trained, factor, voc, learn, table, merced, size, accuracy, layer, neural, land, convolution, discriminatively, performance, detector, achieved, input, hog, effective, dpm, dpms, unified, recognition] [object, detection, based, average, framework, propose, cost] [scene, reconstruction, deformable, term] [method, number, speedup, sparse, sparsity, proposed, objective, function, algorithm, constraint, computational, simultaneously, solution, vector] [total, second] [dictionary, large, image, compute, spatial]
Continuous Visibility Feature
Liu, Guilin, Gingold, Yotam, Lien, Jyh-Ming
Liu, Guilin, Gingold, Yotam, Lien, Jyh-Ming
[weak, example, human, semantic, existing, positive, set, evaluation, address, search, visual, airplane, meaningful] [feature, better, achieved, table, designed, reduce] [segmentation, path, based, strong, propose, shortest, intersection, generate] [cvf, shape, visibility, visible, continuous, continuously, vertex, cvfavg, approach, point, mesh, model, diameter, volume, surface, princeton, invisible, provide, entirely, wiley] [geodesic, running, function, time, decomposition, machine, idea, lower, analysis, cut, distribution, graph, vector] [figure, sdf, computer, inside, thickness, component, pattern, acm, second, ieee, length, ray] [region, retrieval, connecting, benchmark, matching, comparison, image, true, area, consistent, change]
FlowWeb: Joint Image Set Alignment by Weaving Consistent, Pixel-Wise Correspondences
Zhou, Tinghui, Jae Lee, Yong, Yu, Stella X., Efros, Alyosha A.
Zhou, Tinghui, Jae Lee, Yong, Yu, Stella X., Efros, Alyosha A.
[set, consistency, collection, visual, unsupervised, work, source, vision, human, discovery, example, provided, dataset, car] [representation, global, size, accuracy, table, pascal, jointly, feature, max, better] [object, score, appearance, target, boundary, measure, three, propose] [alignment, tij, joint, model, shape, initial, sij, term] [pairwise, graph, update, method, number, optimization, lower, algorithm, iteration, subspace, denote, sample, regularization] [pixel, figure, optical, pattern, flow, accurate, phase, ieee] [image, correspondence, matching, cycle, consistent, keypoint, priority, dsp, flowweb, tkj, transitive, sift, pair, tik, compute, congealing, good, rasl, local, region, mobahi, dense, spatial, similarity]
Unsupervised Object Discovery and Localization in the Wild: Part-Based Matching With Bottom-Up Region Proposals
Cho, Minsu, Kwak, Suha, Schmid, Cordelia, Ponce, Jean
Cho, Minsu, Kwak, Suha, Schmid, Cordelia, Ponce, Jean
[unsupervised, discovery, learning, collection, common, supervised, work, dataset, weakly, colocalization, set, source, evaluation, visual, evaluate, example, horse] [class, table, performance, better, discriminative, negative, fully, top, bus, pascal] [object, corloc, corret, foreground, multiple, average, standout, cosegmentation, score, target, localized, box, measure, detection, candidate, based, state, localize, bounding, contrast, viewed, objectness, appearance] [localization, potential, challenging, approach, dominant, offset, probabilistic, single, current] [method, algorithm, proposed, form, number, note, problem] [figure, robust] [region, image, matching, neighbor, retrieval, hough, match, best, metric, correspondence, well]
Supervised Descriptor Learning for Multi-Output Regression
Zhen, Xiantong, Wang, Zhijie, Yu, Mengyang, Li, Shuo
Zhen, Xiantong, Wang, Zhijie, Yu, Mengyang, Li, Shuo
[learning, supervised, existing, dataset, work] [discriminative, feature, performance, representation, learn, achieve, hog, learned, supervision, discrimination, effectiveness, output, training, max, table, achieves, validation, highly] [based, propose, framework] [regression, estimation, pose, head, orientation, sij, term, structure, yaw, volume] [sdl, multivariate, manifold, proposed, compact, reduction, approximation, matrix, dimensionality, function, regularization, objective, algorithm, space, data, smr, kernel, arg, problem, optimization, solved, experimental, solve, vector, simultaneously, great, formulated] [ieee, generalized, accurate, conventional, developed, pitch, computer, camera] [descriptor, image, spatial, gradient, lbp, local, handcrafted, phog, outperforms, cross, large]
A Statistical Model of Riemannian Metric Variation for Deformable Shape Analysis
Gasparetto, Andrea, Torsello, Andrea
Gasparetto, Andrea, Torsello, Andrea
[set, dataset, learning, human, process, supervised, test, datasets, associated, example] [representation, training, performance, class, log, table, build, pyramid, global, belonging, follow] [based, object, density] [shape, mesh, centroid, model, approach, represent, deformable, lack, eigendecomposition, introduced] [matrix, eigenvector, spectral, geodesic, laplacian, eigenvectors, proposed, order, method, decomposition, number, eigenvalue, problem, orthogonal, respect, distribution, algorithm, computation, parameter, main, riemannian, analysis, manifold, permutation] [rotation, computer, ieee, conference, second, international, pattern, acm, assume, component, geometry, intrinsic, synthetic] [retrieval, invariant, distance, compute, computed, transformation, applied, descriptor, statistical, metric, spatial, june, eurographics, matching]
Temporally Coherent Interpretations for Long Videos Using Pattern Theory
Souza, Fillipe, Sarkar, Sudeep, Srivastava, Anuj, Su, Jingyong
Souza, Fillipe, Sarkar, Sudeep, Srivastava, Anuj, Su, Jingyong
[vision, concept, semantic, correct, set, describing, generating, pick, knowledge, search, human, closed, learning, identifying] [performance, recognition, feature, window, representation, level] [temporal, video, bond, interpretation, complex, generator, based, multiple, ontological, action, segment, consecutive, structural, theoretic, framework, generated, individual, coherent, sequence, allowed, combinatorial, interaction, correctly, activity, average, depicts] [approach, represent, structure, inference, single, provide] [modality, number, space, form, data, time, graph, proposed, function, machine, main] [pattern, figure, conference, computer, ieee, quality, international] [indicate, best, illustrated, consists, local]
Line-Sweep: Cross-Ratio For Wide-Baseline Matching and 3D Reconstruction
Ramalingam, Srikumar, Antunes, Michel, Snow, Dan, Hee Lee, Gim, Pillai, Sudeep
Ramalingam, Srikumar, Antunes, Michel, Snow, Dan, Hee Lee, Gim, Pillai, Sudeep
[search, identify, existing, work, vision, generating, semantically] [additional, feature, accuracy, standard, compared] [average, edge, coverage, generate, based, three, threshold, detection, nearby] [point, reconstruction, approach, percentage, fan, challenging, initial, bundle, structure, multiview, indoor, kitti] [number, consider, method, case, algorithm, proposed, constraint, maximum, idea, code, problem, data, basic, optimization] [figure, uncalibrated, calibrated, disparity, stereo, camera, pencil, calibration, real, projective, motion, simple, perspective, relative, joining, robust, accurate] [virtual, image, matching, keypoint, pair, match, compute, keypoints, corresponding, dense, difference, large, allowable, collinear, obtaining]
Simplified Mirror-Based Camera Pose Computation via Rotation Averaging
Long, Gucan, Kneip, Laurent, Li, Xin, Zhang, Xiaohu, Yu, Qifeng
Long, Gucan, Kneip, Laurent, Li, Xin, Zhang, Xiaohu, Yu, Qifeng
[work, vision] [level, performance] [based, object] [pose, mirror, mirrored, error, estimation, point, extrinsic, approach, front, normal, model] [problem, algorithm, case, respect, solution, singular, number, denotes, practical, proof, minimum, theorem, formulation, linear, method, optimal, matrix, note, computation, projection, outlier, analysis, minimization] [rotation, camera, averaging, improper, calibration, chordal, presented, planar, noise, real, unique, relative, figure, median, computer, plane, sturm, proper, absolute, angle, axis, ieee, mle, translation, observed, pattern, simple, pixel, conference] [virtual, reference, geometric, corresponding, represents, transformation, consists, pair, view, well]
On the Relationship Between Visual Attributes and Convolutional Networks
Escorcia, Victor, Carlos Niebles, Juan, Ghanem, Bernard
Escorcia, Victor, Carlos Niebles, Juan, Ghanem, Bernard
[attribute, visual, work, relationship, vision, learning, recognize, tend, semantic, encode, existence, furry, dataset, focus, understanding, predict, set, centric, shiny, pink, green, orange, european] [acns, recognition, convolutional, trained, layer, acn, performance, deep, imagenet, network, neural, discriminative, representation, accuracy, ablated, learn, top, conv, wet, brown, activation, wooden, learned, feature, metallic, striped] [object, average, correlation, group, long, based] [percentage, model, rough] [sparse, number, sparsity, normalized, matrix, solution, solving, round] [figure, computer, conference, pattern, high, yellow, small, blue, ieee, red, white, black] [image, well, roc, large]
Saliency Detection by Multi-Context Deep Learning
Zhao, Rui, Ouyang, Wanli, Li, Hongsheng, Wang, Xiaogang
Zhao, Rui, Ouyang, Wanli, Li, Hongsheng, Wang, Xiaogang
[learning, visual, strategy, dataset, evaluation, prediction, task, work, datasets] [deep, context, global, xlc, convolutional, xgc, training, contemporary, neural, imagenet, network, input, cnn, feature, performance, arxiv, layer, preprint, jointly, map, connected, pcas, table, fully, clarifai, googlenet, learned, pretraining, padded] [saliency, object, detection, salient, contrast, segmentation, framework, based, superpixel, score, background, groundtruth, bounding, drfi, gbmr, objectness, ecssd, three, including] [model, modeling, approach, full, initialization, provide] [proposed, function] [figure, ieee] [image, local, scheme, region, outperforms, large]
DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval
Xie, Jin, Fang, Yi, Zhu, Fan, Wong, Edward
Xie, Jin, Fang, Yi, Zhu, Fan, Wong, Edward
[noisy, set, clean, human, learning, dataset, green, workshop] [discriminative, layer, hidden, feature, deep, performance, input, output, training, class, train, representation, neural, activation, learned, learn, standard, discrimination, hybrid, fisher, unit] [based, multiscale, multiple, object] [shape, model, represent, vertex, mesh, surface, term, point, pose] [proposed, distribution, method, function, kernel, form, number, order, denote, algorithm, vector, represented, criterion, denotes, denoted, sparse, scatter] [computer, noise, figure, red, small] [descriptor, retrieval, heat, matching, hks, dasd, mcgill, dictionary, geometric, scale, shapegoogle, signature, eurographics, partial, large, local, invariant, insensitive, histogram, crab, benchmark]
Bayesian Adaptive Matrix Factorization With Automatic Model Selection
Chen, Peixian, Wang, Naiyan, Zhang, Nevin L., Yeung, Dit-Yan
Chen, Peixian, Wang, Naiyan, Zhang, Nevin L., Yeung, Dit-Yan
[set, process, draw, automatic, text, work] [input, factor, performance, table, better, advantage, comparable, setting] [based, background, three, adaptive] [model, face, error, initial, mixture, shadow, prior, pcp, full, inference, approach, modeling, probabilistic] [matrix, amf, factorization, rank, gaussian, distribution, number, data, method, selection, dirichlet, missing, proposed, brpca, vblr, norm, prmf, gmm, original, gaussians, parameter, denotes, problem, analysis, mbrmf, row, mrpca, cwm, principal, ard, optimization, approximate, construction, journal, update] [noise, robust, removal, component, relative, recovered, figure, unknown, computer, proper] [bayesian, variational, image, variance, corresponding, large, compare, mixing, true]
Joint Action Recognition and Pose Estimation From Video
Xiaohan Nie, Bruce, Xiong, Caiming, Zhu, Song-Chun
Xiaohan Nie, Bruce, Xiong, Caiming, Zhu, Song-Chun
[human, learning, dataset, label, example, relation, set] [recognition, feature, training, accuracy, train, trained, performance, learn, root, representation, discriminative, table] [action, score, video, appearance, detection, three, temporal, penn, frame, truth, terminal, node, framework, based, transition, decomposed, aog, interest, hierarchical] [pose, estimation, model, represent, single, inference, ground, deformation, mixture, adjacent, smoothness, graphical, capture, joint, occlusion] [method, number, represented, graph, data] [motion, component, small, figure, directly] [image, large, best, geometric, distance, dense]
Fast Action Proposals for Human Action Detection and Search
Yu, Gang, Yuan, Junsong
Yu, Gang, Yuan, Junsong
[human, search, set, dataset, evaluation, positive, green, evaluate, work] [table, compared, max, performance, recognition, feature, reduce, training, larger, highly] [action, detection, path, bounding, based, score, video, proposal, box, msrii, object, actionness, recall, candidate, average, ucf, overlap, trajectory, locate, coverage, segmentation, handclapping, three, precision, generated, boxing, temporal, online, frame, cost, propose] [performed, localization, challenging, detected, approach, potential, cad] [algorithm, random, maximum, number, problem, computational, proposed, method, satisfy, greedy, consider, data, space, linear] [motion, red, figure, high, ratio, presented, blue] [best, applied, well, dense, local, unconstrained, fast, large, good]
Large-Scale Damage Detection Using Satellite Imagery
Gueguen, Lionel, Hamid, Raffay
Gueguen, Lionel, Hamid, Raffay
[learning, unsupervised, supervised, positive, sun, set, work, labeled, human, novelty, label, indicator, relevant, collected, example] [feature, training, extracted, table, cnn, level, accuracy, learn, size, input, reported] [detection, framework, based, multiple, average, cost] [shape, detected, tree, error, model, canonical] [data, analysis, time, number, problem, note, proposed, linear, lower, consider, vector, upper] [figure, ieee, acquisition, high, elevation] [image, damage, satellite, difference, change, rate, area, damaged, imagery, equal, represents, pair, variability, curation, false, impact, local, computed, gsd, eer, true, sift, opposed]
A Novel Locally Linear KNN Model for Visual Recognition
Liu, Qingfeng, Liu, Chengjun
Liu, Qingfeng, Liu, Chengjun
[test, dataset, visual, learning, popular, vision, rule, selected, relation, novel, evaluate] [representation, training, recognition, power, class, knn, performance, table, achieve, discriminative, effectiveness, decision, fisher, improve, caltech, global, highly, max, size, accuracy, comparable] [based, density, action, object, grouping, bayes, propose] [model, face, scene, indoor, estimation, error] [proposed, sample, method, linear, vector, llknnc, shifted, llnmc, kernel, parameter, sparse, dimension, experimental, sensitiveness, data, llknn, note, arg, minimum, analysis, number, approximate, largest, sparsity, journal] [pattern, ieee, computer, conference, equation, international] [nearest, locally, dictionary, transformation, image, applied, ideal, tar, derived, demonstrate, spatial]
Bilinear Random Projections for Locality-Sensitive Binary Codes
Kim, Saehoon, Choi, Seungjin
Kim, Saehoon, Choi, Seungjin
[expected, vision, natural, search] [compared, performance, feature, size, reduce, recognition] [precision, recall, correlation, memory, generate] [single, represent] [bilinear, binary, projection, upper, kernel, gaussian, random, bound, lower, data, matrix, time, hamming, hashing, hash, covariance, computational, linear, code, space, analysis, theorem, case, function, lemma, number, respect, rdw, sgn, consumption, theoretical, lsh, induced, drawn, easily, algorithm, vector, mnist, method, empirical, approximate, plotted] [figure, high, international, fourier, computer, conference, ieee, pattern, property] [distance, large, similarity, randomized, nearest, computed, neighbor, image]
Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation
Fan, Xiaochuan, Zheng, Kang, Lin, Yuewei, Wang, Song
Fan, Xiaochuan, Zheng, Kang, Lin, Yuewei, Wang, Song
[human, set, selected, learning, dataset, include, select] [testing, training, convolutional, input, flic, cnn, performance, heatmap, layer, tompson, deep, better, sliding, neural, output, size, combine, loss, network] [object, detection, appearance, based, likelihood, average, three, indicates, multiple, including, performs, proposal] [joint, pose, body, estimation, lsp, model, holistic, graphical, localization, location, pdj, detected, full, deeppose, visible, limb, single, pictorial, located, pcp, johnson, capture] [method, proposed, normalized, number, upper] [figure, left, developed, estimating, computer] [image, patch, local, comparison, distance, construct, view, spatial, large, rate]
Superpixel Segmentation Using Linear Spectral Clustering
Li, Zhengqin, Chen, Jiansheng
Li, Zhengqin, Chen, Jiansheng
[search, set, visual, relationship, vision, human] [feature, global, higher, input, highly] [superpixel, segmentation, superpixels, lsc, boundary, based, slic, adherence, weight, art, state, generated, indicates, leading] [point, ground, shape, performed] [normalized, space, clustering, algorithm, dimensional, number, complexity, proposed, function, kernel, linear, matrix, objective, computational, cluster, ncuts, time, optimization, spectral, energy, data, experimental, perceptually, product, inner, low, problem, compact, graph, corollary, asa, iteratively, introducing, mapping] [high, figure, pixel, color, ieee, small, simple, shift, sin, relative, uniform] [weighted, image, similarity, local, large, ten, well, corresponding, compactness]
Person Count Localization in Videos From Noisy Foreground and Detections
Chen, Sheng, Fern, Alan, Todorovic, Sinisa
Chen, Sheng, Fern, Alan, Todorovic, Sinisa
[people, noisy, work, add, correct, set, introduce, dataset, address, human] [pedestrian, accuracy, input, detector, previous, output, training, performance, smaller, train, hyper, adding] [count, foreground, detection, ilp, football, egr, counting, based, frame, truth, tracking, assigned, cla, american, video, edge, integer, localized, segmentation, crowded, object, score, tracker, dei, framework, detecting, assign, crowd, measure, activity] [localization, approach, ground, initial, forest, provide, prior, occlusion, single, program, error] [graph, problem, solution, number, missing, random, note, iterative, optimization, constraint, linear, order, iteration] [integrity, figure, small] [person, metric, large, false, isolated, corresponding, local, severe]
Good Features to Track for Visual SLAM
Zhang, Guangcong, Vela, Patricio A.
Zhang, Guangcong, Vela, Patricio A.
[system, visual, set, scenario, vision, subset, selected, incremental, ranking, selecting, process, baseline, evaluation, learning] [feature, accuracy, gain, map, standard] [temporal, score, frame, based, som, segment, group, prk, state] [estimation, localization, orientation, robotics, monocular, reconstruction, performed, provide] [time, method, matrix, algorithm, row, condition, data, proposed, update, computation, mapping, selection, svd, singular, submodular, linear, analysis, journal, criterion, greedy, rank, theorem, problem, vector, ransac, minimum, machine, operator] [observability, slam, camera, ieee, conference, observable, motion, computer, international, figure, qsom, measurement, translation, pattern, completely, observation, high, relative, intelligent] [good, inlier, anchor, cumulative, computing, best]
Discovering States and Transformations in Image Collections
Isola, Phillip, Lim, Joseph J., Adelson, Edward H.
Isola, Phillip, Lim, Joseph J., Adelson, Edward H.
[collection, set, noun, relevant, discovering, adjective, vision, test, sliced, visual, system, cooked, fresh, apple, dataset, semantic, generalize, work, melted, unripe, goal, antonym, knowledge, discovery, novel, ripe, understanding, example, transfer, physical, variety, include, selected, door, undergo, wilted, discovered, ranking, moldy, task, chance, discover, scraped, antonymic, chocolate, attribute] [training, performance, raw, recognition, parsing, feature, neural, map, accuracy, class, crf, input, percent] [state, object] [room, scene, fall, depicted] [method, order, problem, data, consider, space, journal] [computer, figure, ieee, conference, pattern, international, material, equation, paper] [image, transformation, similarity, well, query, dissimilar, transformed, large]
Generalized Deformable Spatial Pyramid: Geometry-Preserving Dense Correspondence Estimation
Hur, Junhwa, Lim, Hwasup, Park, Changsoo, Chul Ahn, Sang
Hur, Junhwa, Lim, Hwasup, Park, Changsoo, Chul Ahn, Sang
[source, search, dataset, ssf] [pyramid, level, belief, table, previous, layer] [node, target, state, object, cost, considering, complex] [model, deformable, term, deformation, smoothness, viewpoint, child, approach, structure, quantitative, qualitative, offset] [algorithm, regularization, objective, number, pairwise, dimensional, analysis, space, function, method, optimization, original, effectively, optimal, case] [rotation, flow, pixel, generalized, figure, warping, translation, geometry, high, handle, varying, preserving, directly, center] [matching, scale, spatial, dsp, dense, sift, correspondence, image, vij, geometric, dff, parent, grid, gdsp, loopy, calculates, propagation, descriptor, daisy, local, distance, calculating, large, cell, filter, transform]
Classifier Adaptation at Prediction Time
Royer, Amelie, Lampert, Christoph H.
Royer, Amelie, Lampert, Christoph H.
[adaptation, prediction, test, label, feedback, work, domain, vision, natural, rnd, system, adapting, bandit, learning, txt, correct, set, rabbit, adapt, create, semantically, semantic, example, common, visual, occur, differs, probability, unsupervised, watch] [class, training, setting, imagenet, accuracy, recognition, cnn, convolutional, feature, achieve, context, table] [online, object, based, dynamic, situation, walk, sequence, adaptive, three, framework] [error, fact, realistic, probabilistic, current] [data, distribution, time, random, machine, base, underlying, method, update, problem, vector, optimal] [computer, conference, estimate, figure, real, assume, international, ieee, length] [image, change, difference, large, compute, well]
Phase-Based Frame Interpolation for Video
Meyer, Simone, Wang, Oliver, Zimmer, Henning, Grosse, Max, Sorkine-Hornung, Alexander
Meyer, Simone, Wang, Oliver, Zimmer, Henning, Grosse, Max, Sorkine-Hornung, Alexander
[content, visual, example, work, correspond] [pyramid, level, input, larger, global, intermediate, higher, compared, coarser, factor, better, standard, gpu] [based, frame, video, propose] [approach, allows, supplementary, error, challenging] [method, number, bounded, represented, parameter, linear, optimization, algorithm, computation, original, data, running] [phase, optical, motion, figure, interpolation, shift, high, frequency, correction, interpolating, dif, quality, blending, small, interpolated, simple, brox, acm, pixel, eulerian, simpleflow, interpolate, didyk, color, smooth, brightness, lagrangian, steerable, amplitude, stereo] [image, difference, well, large, spatial, resolution, computed, rate, implementation, scale, blurring, displacement]
Matching-CNN Meets KNN: Quasi-Parametric Human Parsing
Liu, Si, Liang, Xiaodan, Liu, Luoqi, Shen, Xiaohui, Yang, Jianchao, Xu, Changsheng, Lin, Liang, Cao, Xiaochun, Yan, Shuicheng
Liu, Si, Liang, Xiaodan, Liu, Luoqi, Shen, Xiaohui, Yang, Jianchao, Xu, Changsheng, Lin, Liang, Cao, Xiaochun, Yan, Shuicheng
[human, label, semantic, annotated, probability, learning, clothing, work, processing, dataset, test, corpus, bag] [convolutional, knn, parsing, feature, input, paperdoll, training, testing, map, gkl, layer, performance, network, cnn, neural, deep, yamaguchi, skirt, designed, better, transferred, architecture, tkl, achieve, hat, loss, smoothing, train, nonparametric, table, arxiv] [based, path, superpixel, segmentation, object, foreground, framework, detection, score, three, average, generated] [single, model, pose, capture, scene, face] [proposed, number, method, data, kernel] [parametric, estimate, component, figure, absolute] [image, matching, cross, region, matched, calculated, pair, rate, retrieved, corresponding, well]
Absolute Pose for Cameras Under Flat Refractive Interfaces
Haner, Sebastian, Astrom, Kalle
Haner, Sebastian, Astrom, Kalle
[system, set, returned, common, correct] [expanded, size] [action, three] [pose, scene, point, error, normal, coordinate, orientation, single] [problem, matrix, number, case, basis, solved, solution, solve, random, lie, general, vector, linear, method, analysis, constraint, solving, eigenvalue, note, bound, algorithm, upper] [refractive, camera, plane, solver, figure, polynomial, ray, minimal, law, rotation, computer, monomials, sin, absolute, relative, real, equation, axis, unknown, reprojection, conference, degree, glass, length, focal, multiplying, translation, refraction, presented, parallel, geometry, cube, algebraic, physically, pattern, refracted, symmetry, total, small, optical] [image, computed]
Protecting Against Screenshots: An Image Processing Approach
Yong-Sang Chia, Alex, Bandara, Udana, Wang, Xiangyu, Hirano, Hiromi
Yong-Sang Chia, Alex, Bandara, Udana, Wang, Xiangyu, Hirano, Hiromi
[visual, meaningful, set, test, baseline, randomly, human, system, exploit, process, user, identify, evaluate, automatically, study, psychological, text, movie, evaluation, undistorted, stream, depict] [accuracy, input, better, representation] [generated, assigned, generate, memory, video, contrast, short, correctly] [approach, term, current] [method, data, number, limit, note, range, time, lower, proposed, random, additive, journal, upper, persistence, original, experimental] [distorted, distorting, rms, distortion, distort, recovery, viewer, intensity, screen, protect, recover, display, screenshots, captured, presented, figure, screenshot, tested, blending, mentally, blue, recovered, viewing, snapchat] [image, compute, distance, sampled, consistent, exhibit]
Pose-Conditioned Joint Angle Limits for 3D Human Pose Reconstruction
Akhter, Ijaz, Black, Michael J.
Akhter, Ijaz, Black, Michael J.
[human, dataset, vision, report, evaluate] [previous, representation, learn, training, learned, network] [propose] [pose, joint, prior, estimation, valid, invalid, bone, body, cmu, reconstruction, error, coordinate, model, kinematic, manual, torso, single, fan, ramakrishna, elbow, represent, monocular, full, wrist, modeling] [method, basis, proposed, algorithm, vector, matrix, data, denotes, number, problem, procrustes, consider, space, min, optimization, sparse, range, distribution, gaussian, extended, linear, arbitrary, exploiting, function, general] [estimate, computer, estimated, camera, figure, angle, equation, international, rotation, relative, conference, estimating, motion, length, noise, plane] [local, image, dictionary, corresponding, compare, mocap, bayesian, parent]
VisKE: Visual Knowledge Extraction and Question Answering by Visual Verification of Relation Phrases
Sadeghi, Fereshteh, Kumar Divvala, Santosh K., Farhadi, Ali
Sadeghi, Fereshteh, Kumar Divvala, Santosh K., Farhadi, Ali
[relation, visual, knowledge, eating, horse, dog, man, bear, language, phrase, lion, laying, egg, sofa, river, set, icecream, pushing, cat, viske, conceptnet, subject, devouring, bird, relationship, work, text, learning, answering, verifying, salmon, web, question, openie, svo, rabbit, woman, elephant, sheep, involved, snake, system, common, consistency, dataset, semantic, sun, focused, frog, validity] [feature, performance, trained, extracting, grass, context, table, better] [object, appearance, extraction, box, detection, based, precision, action, indicates, bounding] [approach, model, reasoning] [problem, number, method, form, graph, base, case] [figure, pattern, relative, reveals] [spatial, true, large, person, well, difference]
A Graphical Model Approach for Matching Partial Signatures
Du, Xianzhi, Doermann, David, Abd-Almageed, Wael
Du, Xianzhi, Doermann, David, Abd-Almageed, Wael
[dataset, topic, set, datasets, supervised, work, draw, latent, visual, document, address, probability, predicted, test, refer, existing] [context, accuracy, table, training, build, contour, feature, compared, performance, previous, global] [salient, based, three, hierarchical] [full, shape, model, term, built, point] [number, method, dirichlet, rank, pairwise, lsh, distribution, problem, sample, data, algorithm, journal, space, corresponds, cluster, column, row] [figure, equation, total, observation, estimate, international, estimated] [partial, signature, matching, region, hdp, tobacco, query, vocabulary, author, variational, impact, tth, local, slda, umd, image, nth, reference, histogram, large]
From Captions to Visual Concepts and Back
Fang, Hao, Gupta, Saurabh, Iandola, Forrest, Srivastava, Rupesh K., Deng, Li, Dollar, Piotr, Gao, Jianfeng, He, Xiaodong, Mitchell, Margaret, Platt, John C., Lawrence Zitnick, C., Zweig, Geoffrey
Fang, Hao, Gupta, Saurabh, Iandola, Forrest, Srivastava, Rupesh K., Deng, Li, Dollar, Piotr, Gao, Jianfeng, He, Xiaodong, Mitchell, Margaret, Platt, John C., Lawrence Zitnick, C., Zweig, Geoffrey
[word, set, human, language, caption, system, sentence, visual, generation, evaluation, text, coco, bleu, learning, test, semantic, dmsm, mil, generating, multimodal, novel, dataset, probability, automatic, meteor, common, work, instance, predicted, entropy, selected, search, process, attribute, pplx, randomly, report] [training, neural, deep, table, microsoft, convolutional, map, representation, performance, feature, cnn, better, network, top, validation, global, train, response, fully, detector, arxiv, speech, previous, preprint, alexnet] [score, precision, multiple, based, bounding, generated, likelihood, object, detection, three] [model, approach, detected, conditioned] [data, maximum, vector, machine] [figure, quality, length] [image, similarity, corresponding, compare, compute]
Semi-Supervised Low-Rank Mapping Learning for Multi-Label Classification
Jing, Liping, Yang, Liu, Yu, Jian, Ng, Michael K.
Jing, Liping, Yang, Liu, Yu, Jian, Ng, Michael K.
[label, learning, labeled, instance, unlabeled, sun, latent, prediction, msrc, set, datasets, category, dataset, lin, active] [feature, loss, training, performance, accuracy, size, table, learn, testing, class] [based, three, handling, multimedia, auc, indicates, average] [model, structure, capture, term] [data, slrm, space, method, mapping, number, singular, matrix, proposed, function, regularization, linear, missing, algorithm, alternating, vector, machine, complexity, min, faie, nuclear, main, optimization, mediamill, convex, problem, norm, miml, order, denoted, cplst, analysis, mlloc, manifold, close, experimental, computational, ith, remark] [figure, intrinsic, direction, real, square, ieee] [large, image, geometric, corresponding, local]
ConceptLearner: Discovering Visual Concepts From Weakly Labeled Image Collections
Zhou, Bolei, Jagadeesh, Vignesh, Piramuthu, Robinson
Zhou, Bolei, Jagadeesh, Vignesh, Piramuthu, Robinson
[concept, visual, set, weakly, labeled, sbu, learning, dataset, supervised, hard, positive, label, sentence, associated, tag, weak, instance, selected, search, describe, sun, description, discovery, relevant, evaluate, baseline, test, discover, work, predicted, discovered, ranked, datasets, fwc, system, knowledge, human, discovering] [learned, recognition, train, pascal, feature, voc, negative, fully, training, detector, deep, pool, learn, supervision, table, top, svm, accuracy, validation] [object, detection, based, multiple, generate, target] [scene] [method, selection, data, vector, number, easy, algorithm, cluster, note, row] [figure] [image, large, database, well, region]
Computationally Bounded Retrieval
Rastegari, Mohammad, Keskin, Cem, Kohli, Pushmeet, Izadi, Shahram
Rastegari, Mohammad, Keskin, Cem, Kohli, Pushmeet, Izadi, Shahram
[set, vision, learning, search, sun, dataset, noisy, prediction, embedding, task] [accuracy, feature, imagenet, training] [recall, based, auc, cost] [joint, error] [binary, method, optimization, itq, number, projection, data, function, matrix, sparsity, bit, computational, quantization, hashing, code, orthogonal, sparse, update, time, optimal, mapping, complexity, dimensional, case, linear, iterative, proposed, solution, hash, solve, problem, machine, nop, space, curve, solving, coding, cbe, circulant, objective, constraint, column, faster, original, consider, computation] [figure, equation, high, computer, ieee, conference, pattern, naive] [retrieval, nearest, image, rate, neighbor, fast, query, comparison, large]
Viewpoints and Keypoints
Tulsiani, Shubham, Malik, Jitendra
Tulsiani, Shubham, Malik, Jitendra
[prediction, task, predicted, vision, predict, instance, set, human, evaluate, annotated, evaluation, correct, car, system] [performance, convolutional, table, global, cnn, training, train, network, architecture, setting, pascal, neural, output, generic, response, layer, voc, restricted, size, class, improve, trained, feature, xiang, loss, recognition] [object, detection, based, appearance, likelihood, bounding, multiscale, box, propose, truth] [viewpoint, pose, estimation, error, model, approach, conditioned, localization, capture, euler, ground, occluded, described] [method, analysis, denote, note, number, problem] [computer, ieee, pattern, conference, rotation, small, figure] [keypoint, keypoints, local, corresponding, well, image, metric]
Rolling Shutter Motion Deblurring
Su, Shuochen, Heidrich, Wolfgang
Su, Shuochen, Heidrich, Wolfgang
[latent, work, vision] [global, previous, output, applying, recognition] [trajectory, frame, video, sequence, integrate] [pose, model, approach, estimation, single, modeling, initial] [kernel, time, method, algorithm, problem, matrix, data, function, update, alternating, min, arg, optimization, analysis, row, case, space, objective] [camera, motion, blur, shutter, rolling, rsmb, deblurring, blind, computer, exposure, scanline, figure, blurred, conventional, rot, ieee, polynomial, pixel, rotation, conference, deconvolution, pattern, scanlines, rsmd, synthetic, supplemental, uniform, international, shift, rotational, sharp, horizontal, sensor, kohler, estimated, real, readout, second, clock, cho, light, deblurred, shake, traced, fish, recovered, determined, intrinsic] [image, good, large, psnr, local]
Learning to Generate Chairs With Convolutional Neural Networks
Dosovitskiy, Alexey, Tobias Springenberg, Jost, Brox, Thomas
Dosovitskiy, Alexey, Tobias Springenberg, Jost, Brox, Thomas
[learning, set, knowledge, dataset, transfer, source, interesting, work, example, generation, unsupervised, label, manually] [network, feature, training, chair, deep, neural, convolutional, fully, connected, activating, intermediate, layer, performance, class, representation, size, top, stochastic, hidden, morphings, input, output, additional, activation, trained, rbms, architecture, neuron] [generate, generated, target, object, average, segmentation, combination, three] [generative, single, rgb, model, face, viewpoint, approach, allows, inference] [row, number, data, simply, method, gaussian] [figure, small, quality, second, optical, interpolation, interpolate, conference] [image, nearest, pair, large, keypoints, corresponding, spatial, variation, morphing, sift]
Accurate Depth Map Estimation From a Lenslet Light Field Camera
Jeon, Hae-Gon, Park, Jaesik, Choe, Gyeongmin, Park, Jinsun, Bok, Yunsu, Tai, Yu-Wing, So Kweon, In
Jeon, Hae-Gon, Park, Jaesik, Choe, Gyeongmin, Park, Jinsun, Bok, Yunsu, Tai, Yu-Wing, So Kweon, In
[vision, baseline, dataset, domain] [map, feature, compared, smaller] [cost, based, reliable, compensation, aws] [depth, estimation, error, approach, volume, discrete, adjacent, step, scene, term] [proposed, method, algorithm, order, shifted, optimization, main, denotes, theorem, range, graph, bilinear, iterative] [light, disparity, lenslet, camera, figure, distortion, shift, lytro, stereo, computer, estimated, center, angular, phase, accurate, conference, lens, relative, correction, gcdl, robust, raytrix, estimate, exhibited, pattern, narrow, captured, synthetic, presented, epi, ieee, international, observed, advanced, length, pixel, quality, median, result] [image, matching, view, correspondence, resolution, gradient, local, spatial, computed, bicubic, matched]
Deep Semantic Ranking Based Hashing for Multi-Label Image Retrieval
Zhao, Fang, Huang, Yongzhen, Wang, Liang, Tan, Tieniu
Zhao, Fang, Huang, Yongzhen, Wang, Liang, Tan, Tieniu
[ranking, semantic, learning, set, dataset, visual, evaluation, relevant, common, supervised] [deep, feature, loss, learn, layer, cnn, representation, neural, convolutional, performance, compared, activation, supervision, level, training, triplet, cnns, map, effective, better, network, connected, larger, learned] [based, framework, measure, multiple] [model, structure, point] [hash, hashing, binary, data, function, multilevel, method, proposed, surrogate, hamming, order, problem, optimization, compact, acg, optimizing, dsrh, number, pairwise, objective, original, multilabel, ndcg, multivariate] [ieee, pattern, figure, preserving, acm] [image, similarity, preserve, database, retrieval, weighted, large, distance, query, list, metric, gradient, construct, well]
Similarity Learning on an Explicit Polynomial Kernel Feature Map for Person Re-Identification
Chen, Dapeng, Yuan, Zejian, Hua, Gang, Zheng, Nanning, Wang, Jingdong
Chen, Dapeng, Yuan, Zejian, Hua, Gang, Zheng, Nanning, Wang, Jingdong
[set, latent, learning, vision, positive, dataset, introduce, discover, correct, task] [feature, triplet, loss, table, negative, map, learn, performance, training, size, recognition, accuracy] [multiple, based, three, weight, utilize, object] [approach, face, mixture, single, term] [function, regularization, explicit, method, vector, kernel, sparsity, binary, linear, rank, problem, number, form, formulation, update, algorithm, data, proposed, objective, machine, respect, min, convex, constraint, parameter, national] [computer, figure, pattern, polynomial, equation, conference, camera, adopt, second, international] [similarity, person, matching, image, gallery, distance, patch, hij, viper, comparison, probe, grid, mahalanobis, metric, matched, descriptor, rate, best, cmc, compare, hik]
Learning to Propose Objects
Krahenbuhl, Philipp, Koltun, Vladlen
Krahenbuhl, Philipp, Koltun, Vladlen
[set, dataset, type, coco, learning, evaluate, work, add, highest, semantic] [training, ensemble, global, trained, accuracy, table, voc, feature, crf, size, microsoft, train, pascal, performance, optimizes] [object, proposal, segmentation, localized, superpixel, candidate, detection, facility, bounding, average, abo, box, recall, generated, seed, multiple, three, overlap, boundary, edge, gop, combinatorial, koltun, objectness] [approach, model, prior, procedure, location, single, composition] [objective, number, algorithm, optimized, parameter, pairwise, time, vector, method, min, binary, running, approximation, crfs, note, graph] [presented, figure, produced, small, accurate] [image, region, best, distance, outperforms, sampled, well, fast]
Basis Mapping Based Boosting for Object Detection
Ren, Haoyu, Li, Ze-Nian
Ren, Haoyu, Li, Ze-Nian
[weak, vision, dataset, hard, positive, referring, evaluation, select, description, learning, human, evaluate] [training, hog, pedestrian, boosting, xbasis, feature, boosted, logitboost, inria, accuracy, chm, performance, size, train, cascade, pascal, better, effectiveness, achieves, testing, table, voc, trained, learn, detector, improves, compared, caltech] [detection, object, based, propose, intersection] [current, face] [basis, mapping, sample, proposed, kernel, original, linear, space, method, function, machine, algorithm, number, analysis, vector, approximation, problem, dimension, convergence, computation, implicit] [computer, ieee, conference, pattern, speed, international, figure, result, conventional] [mapped, descriptor, histogram, rate, local, best, false, region, image, fast]
Computing the Stereo Matching Cost With a Convolutional Neural Network
Zbontar, Jure, LeCun, Yann
Zbontar, Jure, LeCun, Yann
[set, learning, vision, dataset, test, work, example, predict, perform, evaluate] [network, training, convolutional, size, neural, output, input, learn, map, yamaguchi, architecture, larger, negative, top, centered, table, recognition] [cost, forward, three, object, combined] [kitti, error, position, neighboring, location, initial, single, term, depth] [method, support, random, machine, number, runtime, pass, denote, analysis, function] [stereo, disparity, left, computer, ieee, figure, pattern, horizontal, conference, vertical, international, camera, pixel] [matching, image, aggregation, computed, patch, semiglobal, computing, arm, ccbca, compute, rate, csgm, differ, pair, well, true]
Recognize Complex Events From Static Images by Fusing Deep Channels
Xiong, Yuanjun, Zhu, Kai, Lin, Dahua, Tang, Xiaoou
Xiong, Yuanjun, Zhu, Kai, Lin, Dahua, Tang, Xiaoou
[visual, vision, human, dataset, semantic, learning, work, web, people, understanding, search, process, dedicated, set, exploit, strategy, novel] [recognition, deep, convolutional, channel, representation, accuracy, cnn, training, map, performance, layer, compared, size, class, feature, network, table, neural, capturing, capability] [event, object, detection, bounding, recognizing, complex, framework, multiple, key, appearance, three, action, propose, static] [scene, face, detected, capture, model, fused, represent, project] [method, analysis, machine, proposed] [computer, ieee, figure, pattern, conference, international, directly, second, comprised] [spatial, large, image, dense, june]
Multi-Feature Max-Margin Hierarchical Bayesian Model for Action Recognition
Yang, Shuang, Yuan, Chunfeng, Wu, Baoxin, Hu, Weiming, Wang, Fangshi
Yang, Shuang, Yuan, Chunfeng, Wu, Baoxin, Hu, Weiming, Wang, Fangshi
[learning, latent, dataset, process, topic, perform, task, test, lda, datasets, visual, work, human, label, expected] [hbm, hgm, recognition, representation, feature, learn, class, global, kth, learned, discriminative, table, stp, accuracy, jointly, svm, shared, loss, combining, training, context, capability, achieves] [action, hierarchical, multiple, based, ucf, clip, employ, average, wang, temporal, mbh, video, framework, appearance, including, propose, integrate] [model, generative, inference, probabilistic, graphical, represent] [proposed, gibbs, gaussian, distribution, number, method, dirichlet, parameter] [figure, total] [bayesian, local, sampling, compare, spatial, sift, divergence, image]
Model Recommendation: Generating Object Detectors From Few Samples
Wang, Yu-Xiong, Hebert, Martial
Wang, Yu-Xiong, Hebert, Martial
[task, set, transfer, library, collaborative, store, learning, airplane, bed, recommendation, pbc, dataset, system, recommender, unsupervised, category, search, rating, source, select, predict, generating, perform, nmf, test, sun, work, unlabeled, supervised, visual, annotated, randomly, recommended] [input, performance, training, chair, factor, ensemble, size, feature, pascal, map, hidden, voc, shared, better, detector, contextual, dpm] [detection, object, target, based, average, generate, generated, bounding, box, entire] [model, approach, single, rij, procedure] [matrix, data, number, factorization, vector, svd, note, random, space] [direct, figure, setup, relative, directly] [large, probe, best, well, image, region]
A Linear Least-Squares Solution to Elastic Shape-From-Template
Malti, Abed, Bartoli, Adrien, Hartley, Richard
Malti, Abed, Bartoli, Adrien, Hartley, Richard
[mechanical, test, set, written, relation, weak] [global, table, compared, feature, accuracy] [boundary, node] [surface, shear, transverse, error, deformation, nlm, deformed, kfm, sft, shape, point, stress, nlg, deforming, stiffness, bending, template, cap, fem, plate, elastic, extensibility, reconstruction, solid, balloon, force, monocular, normal, conformal, redchecker, initialization, initial, robustness, represent] [method, matrix, linear, order, time, formulation, computation, isometric, solution, construction, variable, vector, energy, problem, consider] [equation, noise, thickness, accurate, real, reprojection, requires, figure, plane, material, std] [displacement, local, image, external, applied, called, medical, geometric]
Robust Large Scale Monocular Visual SLAM
Bourmaud, Guillaume, Megret, Remi
Bourmaud, Guillaume, Megret, Remi
[sim, novel, visual, keyframes, dataset] [global, factor, belief, apply] [framework, video, trajectory, sequence, propose, art, state, consecutive, temporally, truth, based] [loop, monocular, approach, xij, ground, allows, wrong, kitti, step, environment, message, estimation, point, challenging, tum, error, model, reject] [algorithm, graph, proposed, outlier, covariance, problem, number, order, matrix, zij, method] [relative, camera, estimated, vslam, estimate, submaps, submap, paper, ieee, slam, robust, adg, removal, international, rotation, computer, averaging, xirk, conference, residual, measurement, zirk, small, figure, robustly, keyframe, simple, presented, motion] [similarity, large, super, scale, consists, well, called, loopy, propagation, image]
Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering
Lee, Minsik, Lee, Jieun, Lee, Hyeogjin, Kwak, Nojun
Lee, Minsik, Lee, Jieun, Lee, Hyeogjin, Kwak, Nojun
[latent, set, vision] [performance, stochastic, better, representation, input, output] [based, correlation, reliable, generated] [approach, structure, discrete, represent, step, face] [matrix, clustering, normalized, membership, spectral, number, problem, subspace, data, exact, ssc, cut, doubly, note, lrr, method, solution, theorem, psd, convex, sparse, min, proposed, norm, linear, kernel, cluster, relaxation, algorithm, machine, vacc, optimization, solve, decomposition, block, orthogonal, diagonal, symmetric, minimize, eigenvalue, hadamard, constraint, range, form, update] [ieee, computer, pattern, motion, noise, estimated, estimate, robust, paper, result] [normalization, corresponding, june, similarity, transform, database]
Bayesian Inference for Neighborhood Filters With Application in Denoising
Huang, Chao-Tsung
Huang, Chao-Tsung
[noisy, test, processing, set, bag, perform, latent, work] [log, apply, table, smaller, better] [likelihood, framework, based, average] [estimation, model, nlm, infer, provide, fitting, inferred, position, inference, scan] [parameter, proposed, empirical, iteration, range, algorithm, update, gaussian, method, function, time, matrix, kernel, maximum, note, basic, distribution, consider, condition] [noise, ieee, observed, small, estimated, estimate, result, color, directly, international, quality, intensity, computer, signal, conference, conventional, high] [image, csm, bilateral, psnr, neighborhood, kld, recursive, mnlm, variance, denoising, patch, best, yaroslavsky, derived, well, scale, corresponding, chi, bayesian, spatial, large, bdct, applied, similarity, choose, good, weighted]
Deep LAC: Deep Localization, Alignment and Classification for Fine-Grained Recognition
Lin, Di, Shen, Xiaoyong, Lu, Cewu, Jia, Jiaya
Lin, Di, Shen, Xiaoyong, Lu, Cewu, Jia, Jiaya
[bird, work, dataset, set, evaluate, category, system, semantic, label] [lac, accuracy, table, deep, vlf, neural, cnn, convolutional, network, performance, recognition, valve, training, previous, input, output, layer, subnetwork, connected, stage, feature, fully, achieved, module, follow, imagenet, representation] [bounding, object, localized, propose, three, box, extract, truth, lgt, framework, based, detection] [alignment, localization, head, body, template, model, location, linkage, error, ground, pose, aligned, term, joint] [function, method, expressed, form, update, case, denoted, objective, analysis] [figure, center, zhang, rotation] [image, large, comparison, similarity, region, major, best]
Unconstrained Realtime Facial Performance Capture
Hsieh, Pei-Lun, Ma, Chongyang, Yu, Jihun, Li, Hao
Hsieh, Pei-Lun, Ma, Chongyang, Yu, Jihun, Li, Hao
[system, user] [input, map, identity, previous, performance, feature, designed, effective, training] [tracking, segmentation, video, frame, appearance, tracked, based, reliable, superpixel, dynamic, framework, superpixels, detection] [facial, face, model, depth, blendshape, capture, occlusion, realtime, shape, personalization, expression, current, occluded, deformation, rigid, animation, landmark, rgb, mesh, term, approach, uncontrolled, visibility, personalized, completion, modeling, vertex, penetration, ensure, prior, introduced, uninterrupted] [method, linear, data, laplacian, exponential, solve, sparse, binary, algorithm, spectral, exponentially, number] [figure, motion, acm, color, illumination, robust, accurate, lighting, handle, captured, caused, siggraph] [texture, large]
Blind Optical Aberration Correction by Exploring Geometric and Visual Priors
Yue, Tao, Suo, Jinli, Wang, Jue, Cao, Xun, Dai, Qionghai
Yue, Tao, Suo, Jinli, Wang, Jue, Cao, Xun, Dai, Qionghai
[visual, strategy, latent, work, set] [channel, better, performance, global, apply] [propose, framework, series, adaptive, principle] [single, estimation, approach, point, model] [proposed, algorithm, method, constraint, kernel, symmetric, min, arg, respect, function, derive, objective, computational, main, solution] [aberration, optical, symmetry, lens, psf, schuler, blind, warping, radial, deconvolution, captured, chromatic, sharpest, correction, blurry, central, figure, sharp, light, result, csym, uniform, quality, imaging, spherical, color, synthetic, removal, subimage, camera, rotational, high, coma, plane, concentric, cadj, assumption, handle] [image, splitting, geometric, region, patch, local, well, large, applied, transform, ring, reference]
Ontological Supervision for Fine Grained Classification of Street View Storefronts
Movshovitz-Attias, Yair, Yu, Qian, Stumpe, Martin C., Shet, Vinay, Arnoud, Sacha, Yatziv, Liron
Movshovitz-Attias, Yair, Yu, Qian, Stumpe, Martin C., Shet, Vinay, Arnoud, Sacha, Yatziv, Liron
[business, text, restaurant, food, system, set, store, human, beauty, label, category, visual, shopping, gas, health, vision, prediction, drink, textual, automotive, language, cafe, grained, correct, ontology, salon, listing, task, geographical, google, test, work, labeled, dental, nail, process, ood, word, transcription, containment, search, study, storefront] [training, network, top, accuracy, level, recognition, deep, convolutional, neural, extracted, googlenet, architecture, performance, train] [recall, precision, based, multiple, object, detection] [model, location, described, ground, full, approach] [data, number, method, note, multi] [figure, computer, conference, ieee, real, pattern, high, international] [image, street, large, view, scale, area]
Finding Distractors In Images
Fried, Ohad, Shechtman, Eli, Goldman, Dan B., Finkelstein, Adam
Fried, Ohad, Shechtman, Eli, Goldman, Dan B., Finkelstein, Adam
[distractor, distractors, dataset, vision, user, prediction, work, visual, mturk, mapp, datasets, app, created, mechanical, collected, turk, text, automatic, learning, retargeting, cropping, annotation, future, select, predict, green, probability, interface, photo, predictor] [table, feature, recognition, training, train, top, map, input] [saliency, average, distracting, object, auc, segmentation, salient, segment, score, calculate, threshold, based, detect, detection] [model, rgb, full, hole, described] [main, method, gaussian, number, data, inverted, lasso, random] [computer, ieee, figure, remove, removal, pattern, international, left, removing, attenuated, second, mobile, produce, pixel, quality] [image, good, person]
From Image-Level to Pixel-Level Labeling With Convolutional Networks
Pinheiro, Pedro O., Collobert, Ronan
Pinheiro, Pedro O., Collobert, Ronan
[weakly, supervised, vision, learning, dataset, test, label, set, semantic, task, probability, system, instance, datasets, bird] [class, pascal, training, voc, smoothing, convolutional, trained, feature, cnn, output, imagenet, recognition, table, network, layer, overfeat, compared, neural, performance, input, fully, size, architecture, achieved, train, lse, cnns] [segmentation, object, score, bounding, box, detection, three, weight, average, background, based, multiple, precision] [model, prior, approach, inference, rgb] [consider, data, proposed, number, algorithm, extra, problem] [conference, computer, pixel, ieee, pattern, figure, international] [image, aggregation, large, considered, compare, false, well]
Semantic Alignment of LiDAR Data at City Scale
Yu, Fisher, Xiao, Jianxiong, Funkhouser, Thomas
Yu, Fisher, Xiao, Jianxiong, Funkhouser, Thomas
[semantic, work, car, set, google, correct, vision, associated, provided, system, test, collected, add, mutually] [feature, global, better, recognition] [based, detect, object, detection, extract] [lidar, alignment, point, icp, urban, initial, provide, detected, scanner, control, building, pose, align, shape, represent, percentage, york, distinctive, approach, valuable, reconstruction, scan, ground] [data, algorithm, method, optimization, range, mapping, spline, solution] [computer, figure, international, conference, ieee, pattern, laser, small, simultaneous, paper, rotation, translation] [large, street, view, registration, city, closest, distance, image, matched, correspondence, transformation, scale, dense, remote]
Oriented Edge Forests for Boundary Detection
Hallman, Sam, Fowlkes, Charless C.
Hallman, Sam, Fowlkes, Charless C.
[label, probability, set, predicted, natural, vision, learning, system] [training, output, detector, decision, performance, trained, contour, input, map, structured, centered, table, learn, feature, class] [edge, boundary, detection, oriented, precision, average, contrast, segmentation, individual, based] [forest, tree, model, orientation, approach, location, posterior, discrete, allows] [space, data, random, parameter, sparse, distribution, number, empirical, analysis, order] [figure, calibration, computer, averaging, ieee, pixel, pattern, requires, conference, simple, small, high, produce] [image, patch, local, sharpening, voting, benchmark, scale, large, distance, computed, monotonic, oef, randomized, outperforms]
Query-Adaptive Late Fusion for Image Search and Person Re-Identification
Zheng, Liang, Wang, Shengjin, Tian, Lu, He, Fei, Liu, Ziqiong, Tian, Qi
Zheng, Liang, Wang, Shengjin, Tian, Lu, He, Fei, Liu, Ziqiong, Tian, Qi
[search, dataset, learning, datasets, work, test, set, evaluation, relevant, collected, irrelevant] [feature, map, knn, global, effectiveness, table, performance, accuracy, cnn, effective, competitive, recognition, van] [score, three, weight, tail, late, object, multiple, average] [initial, performed, independent, require] [method, fusion, curve, graph, gist, parameter, rank, random, number, normalized, sparse, product, hamming, case, proposed] [figure, result, paper, robust, presented, sensitivity] [image, reference, bow, good, bad, query, area, sift, person, ukbench, database, nearest, neighbor, compare, impact, hsv, comparison, similarity, large, sorted, well, proportion, best, weighting, viper, matching, scale]
Filtered Feature Channels for Pedestrian Detection
Zhang, Shanshan, Benenson, Rodrigo, Schiele, Bernt
Zhang, Shanshan, Benenson, Rodrigo, Schiele, Bernt
[set, test, baseline, dataset, learning, evaluation, human, work] [training, caltech, pedestrian, feature, channel, decision, top, validation, ldcf, trained, size, observe, additional, learned, informedhaar, detector, acf, informedfilters, randomfilters, performance, compared, reported, table, improvement, design, larger, pooling, hog, context, pcaforeground, squareschnftrs, explore, negative, train, effective, adaboost, rectangular, spatialpooling, improving, inria, standard, katamari, realboost] [detection, based, object, bank, strong] [kitti, model, single, provide, step, discrete] [number, data, method, consider, original, random, vector] [optical, quality, figure, paper, uniform] [best, image, applied, change, local, comparison, integral, considered, gap, lbp]
GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs
Liu, Kangwei, Zhang, Junge, Yang, Peipei, Huang, Kaiqi
Liu, Kangwei, Zhang, Junge, Yang, Peipei, Huang, Kaiqi
[set, label, cover, vision, labeling, subset, process] [previous, better, compared, size, performance, competitive] [based, candidate, series, cost, obtains, propose, interval, making] [vertex] [range, swap, grsa, submodular, move, convex, energy, truncated, function, algorithm, time, iterative, graph, optimization, running, number, mrfs, problem, pairwise, linear, solving, chosen, analysis, data, requirement, arbitrary, condition, satisfying, method, machine, cut, solution, random, reduces, greatly, journal, kumar, theorem, markov, satisfy, decrease, execute, denotes, greedy, feasibly] [ieee, figure, pattern, stereo, computer, conference, piecewise, synthetic, generalized, real, international] [image, choose, pair, cycle, comparison, considered, good]
PatchCut: Data-Driven Object Segmentation via Local Shape Transfer
Yang, Jimei, Price, Brian, Cohen, Scott, Lin, Zhe, Yang, Ming-Hsuan
Yang, Jimei, Price, Brian, Cohen, Scott, Lin, Zhe, Yang, Ming-Hsuan
[label, test, transfer, example, soft, horse, dataset, selected, work, set, semantic, labeling, interactive, learning, transferring, novel] [structured, window, table, transferred, performance, better, pascal, training, cascade, size, achieve] [segmentation, object, patchcut, mask, gbvs, jaccard, based, cpmc, saliency, grabcut, salient, thres, candidate, zkm, foreground, cost, performs, appearance, truth, score, boundary, three, weizmann] [shape, prior, term, ground, qualitative] [algorithm, energy, mrf, space, note, binary, function, upper, bound, method, problem, graph, solution, solved, thresholding, number, random] [figure, color, estimated, high, estimate, quality] [image, local, patch, matching, scale, constitute, large, compare, best, database]
Illumination and Reflectance Spectra Separation of a Hyperspectral Image Meets Low-Rank Matrix Factorization
Zheng, Yinqiang, Sato, Imari, Sato, Yoichi
Zheng, Yinqiang, Sato, Imari, Sato, Yoichi
[work] [accuracy, raw] [considering] [scene, error, model, surface, ground, estimation, nonrigid] [matrix, problem, subspace, dimensionality, linear, spectral, solution, factorization, number, computational, scalable, algorithm, method, data, singular, solving, nonnegative, general, bilinear, chosen, random, maximum] [illumination, separation, color, recovered, assumption, reflectance, captured, grey, lamp, residual, white, observation, ieee, robust, figure, measured, real, presence, relighting, photometric, spectrum, daylight, noise, camera, checker, macbeth, synthetic, component, typical, perfect, separating, relighted, led, unique, constancy, left, handle, computer, swapped, develop, signal, assume, swapping] [image, hyperspectral, scale, patch, band]
Semantic Part Segmentation Using Compositional Model Combining Shape and Appearance
Wang, Jianyu, Yuille, Alan L.
Wang, Jianyu, Yuille, Alan L.
[semantic, animal, learning, horse, set, labeling, relation, work, human, dataset, side] [parsing, learn, pascal, voc, performance, fully, combining, top] [segmentation, object, appearance, detection, node, bounding, box, segment, average, hierarchical, boundary, score, iou, edge, dynamic] [compositional, model, mixture, inference, head, leaf, shape, structure, location, neck, pose, represent, leg, torso, pixelwise, body, deformable, challenging, localization, tree, capture, landmark, constrained] [algorithm, method, number, problem, min, symmetric, denote, experiment, energy, lower, function, consider, graph, vector, complexity, linear, approximate] [figure, result, develop] [region, best, image, distance, represents, transform]
A Discriminative CNN Video Representation for Event Detection
Xu, Zhongwen, Yang, Yi, Hauptmann, Alex G.
Xu, Zhongwen, Yang, Yi, Hauptmann, Alex G.
[latent, concept, med, prediction, positive, visual, collection, competition] [cnn, pooling, performance, medtest, fisher, representation, trecvid, convolutional, map, improved, table, feature, encoded, level, apply, layer, deep, better, training, achieves, spp, network, size, medeval, discriminative, standard, extracted, achieve, cosine, neural] [video, event, average, detection, frame, generate, utilize, complex, action, propose, multiple, multimedia, idt] [] [vector, encoding, dimension, original, proposed, linear, number, fusion, product, data, quantization, analysis] [figure, motion] [vlad, dense, local, best, large, spatial, descriptor, image, similarity, pca, good, comparison, nearest, impact]
24/7 Place Recognition by View Synthesis
Torii, Akihiko, Arandjelovic, Relja, Sivic, Josef, Okutomi, Masatoshi, Pajdla, Tomas
Torii, Akihiko, Arandjelovic, Relja, Sivic, Josef, Okutomi, Masatoshi, Pajdla, Tomas
[visual, work, baseline, google, example, dog, associated] [recognition, map, top, compared, performance, representation, feature, fisher, standard, extracted] [appearance, based, generate, recall, structural, individual] [scene, viewpoint, depth, location, structure, position, model, challenging, approach] [method, sparse, original, number, compact, data, vector, note, proposed] [illumination, camera, figure, synthetic, perspective, ratio, captured] [place, image, query, virtual, vlad, matching, dense, synthesized, view, database, sampled, local, descriptor, synth, major, large, invariant, densely, synthesis, inlier, sift, tokyo, change, match, illustrated, imagery, geometrically, well, matched, grid, spatial, rootsift, synthesize, sparsely, sampling, closest]
Understanding Image Virality
Deza, Arturo, Parikh, Devi
Deza, Arturo, Parikh, Devi
[virality, viral, content, attribute, reddit, human, dataset, understanding, visual, predict, vision, predicting, prediction, asked, study, category, title, popularity, datasets, work, set, sort, selected, annotated, task, people, correlated, highest, chance, familiar, marketing, textual, semantic, beautiful, perception, phenomenon, tend, create, amt, posted, test] [performance, accuracy, context, table, deep, svm, top, level] [score, correlation, multiple, temporal, complex, object, three, role] [social, qualitative] [random, machine, number, studied, experiment, data, explicit, time, consider] [relative, computer, figure, presence, intrinsic, conference, second, synthetically, equation] [image, pair, well, considered, difference, large]
Book2Movie: Aligning Video Scenes With Book Chapters
Tapaswi, Makarand, Bauml, Martin, Stiefelhagen, Rainer
Tapaswi, Makarand, Bauml, Martin, Stiefelhagen, Rainer
[book, novel, text, chapter, set, dialog, perform, character, story, adaptation, source, textual, rich, game, harry, work, language, shot, evaluation, automatic, dlgs, semantic, potter, finding, learning, create] [performance, accuracy, table, global, max, neural] [video, series, node, shortest, path, truth, based, detection, edge, plot, multiple, three, score, assigned, indicates, complex, track] [alignment, scene, prior, face, ground, approach, allows, term, aligning, align, model] [data, graph, method, number, problem, analysis, corresponds, proposed, column] [figure] [matching, similarity, distance, large, best, list, corresponding, person]
3D Model-Based Continuous Emotion Recognition
Chen, Hui, Li, Jiangdong, Zhang, Fengjun, Li, Yang, Wang, Hongan
Chen, Hui, Li, Jiangdong, Zhang, Fengjun, Li, Yang, Wang, Hongan
[emotion, set, natural, system, test, vision, work, human, recognize, dataset, multimodal, selected] [training, recognition, table, input, achieve] [tracking, correlation, video, based, appearance, dynamic, node] [facial, continuous, shape, affective, regression, current, presentation, expression, model, estimation, sij, forest, head, mij, picked, wid, avec, coordinate, arousal, face, step, valence, blendshapes, landmark, represent] [random, method, algorithm, time, matrix, dimensional, fusion, number, proposed, space, energy, binary, journal, vector, dimension, original, covariance] [result, international, figure, ieee, conference, computer, robust, recovery, estimated] [image, large, lbp, affect, difference]
Learning to Rank in Person Re-Identification With Metric Ensembles
Paisitkriangkrai, Sakrapee, Shen, Chunhua, van den Hengel, Anton
Paisitkriangkrai, Sakrapee, Shen, Chunhua, van den Hengel, Anton
[learning, set, visual, existing, introduce, surveillance, test, returned, correct, written, task] [recognition, top, performance, training, ensemble, triplet, learn, cnn, feature, neural, pedestrian, discriminative, deep] [propose, individual, multiple, based, appearance] [approach, represent] [data, number, base, rank, covariance, linear, algorithm, matrix, problem, optimization, proposed, curve, idea, method, regularization, constraint, parameter, analysis, solve] [camera, ieee, color, relative, pattern] [person, distance, metric, cmc, rate, view, image, large, local, best, viper, ilids, gallery, outperforms, benchmark, descriptor, probe, texture, represents, applied, matching, pij, consists, commonly]
Making Better Use of Edges via Perceptual Grouping
Qi, Yonggang, Song, Yi-Zhe, Xiang, Tao, Zhang, Honggang, Hospedales, Timothy, Li, Yi, Guo, Jun
Qi, Yonggang, Song, Yi-Zhe, Xiang, Tao, Zhang, Honggang, Hospedales, Timothy, Li, Yi, Guo, Jun
[set, human, work, generation, ranking, learning, natural, semantic, visual, dataset, novel, vision, strategy, generating] [contour, map, better, performance, feature, top, table, hog] [edge, grouping, object, gestalt, perceptual, segmentation, objectness, based, box, bounding, candidate, group, sbir, score, generated, multiple, detection, proposal, grouper, framework, generate, key, three, measure, edgeboxes, recall, bing, salient, partition, boundary, mcg] [approach, closure, model, qualitative] [graph, proposed, method, problem, proximity, algorithm, function, energy, grouped, number, rank] [figure, real, continuity, simple, ratio, high] [sketch, image, retrieval, pair, query, scale, distance, formed, compute, local]
Real-Time Joint Estimation of Camera Orientation and Vanishing Points
Lee, Jeong-Kyun, Yoon, Kuk-Jin
Lee, Jeong-Kyun, Yoon, Kuk-Jin
[noisy, set, system, datasets, existing, vision, mutually, evaluation] [performance, feature, detector, accuracy, jointly, table, unit] [frame, segment, based, state, three, tracking, propose, detection] [orientation, estimation, point, scene, joint, normal, model, approach, robustness, current, solid, detected] [method, proposed, orthogonal, vector, great, constraint, consider, singular, nonlinear, gaussian, matrix, space, covariance, projection, number] [camera, vps, rotation, manhattan, parallel, vanishing, spurious, accurate, robust, estimate, figure, measurement, estimated, synthetic, real, noise, circle, management, direction, center, rotational, sphere, plane, lbd, blue, estimating, observed, pynew] [image, matching, nearest, bayesian, descriptor, gradient]
Sketch-Based 3D Shape Retrieval Using Convolutional Neural Networks
Wang, Fang, Kang, Le, Li, Yi
Wang, Fang, Kang, Le, Li, Yi
[learning, domain, dataset, datasets, correct, set, semantic, select, labeled] [network, feature, training, cnn, convolutional, learn, table, loss, input, performance, layer, neural, class, learned, architecture, standard, top, reported, map, size] [based, three, state, recall, propose, art, generate, object, precision, multiple] [shape, model, approach] [method, number, proposed, denotes, function, note, time, sample] [figure, computer, acm, rendering] [retrieval, sketch, siamese, view, furuya, matching, similarity, best, metric, cross, well, comparison, benchmark, large, psb, illustrated, image, demonstrate, query, cyan, dcg, saavedra, pair]
Salient Object Detection via Bootstrap Learning
Tong, Na, Lu, Huchuan, Ruan, Xiang, Yang, Ming-Hsuan
Tong, Na, Lu, Huchuan, Ruan, Xiang, Yang, Ming-Hsuan
[weak, learning, dataset, set, visual, svo, test, labeled, perform] [map, channel, training, performance, input, feature, boosting, learned] [saliency, salient, detection, strong, based, bootstrap, object, dark, recall, precision, wco, asd, multiple, background, dsr, generate, gmr, cbsal, foreground, lrmr, superpixels, generated, truth, detect, sod, propose, measure, average, threshold, weight] [model, ground, prior, approach] [proposed, method, algorithm, graph, number, binary, note, kernel, cut, constructed] [figure, pixel, color] [image, region, computed, construct, compute, local, well]
Towards Open World Recognition
Bendale, Abhijit, Boult, Terrance
Bendale, Abhijit, Boult, Terrance
[open, set, learning, incremental, system, ncm, nno, vision, risk, visual, work, evaluation, incrementally, probability, labeled, closed, novel, process, manage, add, dataset, measurable, protocol, label, existing, novelty] [recognition, training, class, testing, performance, feature, svm, imagenet, accuracy, additional, learned, standard, learn, neural] [object, based, detection, multiple] [model, provide, approach, cap] [space, function, number, algorithm, machine, vector, data, scalable, proposed, problem, support, update, time, consider, solution, thresholding, analysis, theorem] [unknown, computer, pattern, ieee, conference, paper, robust, handle] [nearest, metric, scale, large, image, distance, transformed]
Data-Driven 3D Voxel Patterns for Object Category Recognition
Xiang, Yu, Choi, Wongun, Lin, Yuanqing, Savarese, Silvio
Xiang, Yu, Choi, Wongun, Lin, Yuanqing, Savarese, Silvio
[dataset, test, hard, set, car, associated, evaluation, category, evaluate, visual] [recognition, training, dpm, table, train, validation, trained, detector, accuracy, class, testing, compared, jointly, feature, build, acf] [object, detection, segmentation, mask, bounding, average, truth, appearance, moderate, overlap, based, box, detect, occluder, three] [voxel, occlusion, kitti, occluded, model, cad, localization, pose, visibility, orientation, visible, reasoning, ground, approach, depth, ordering, voxels, detected, shape, estimation, outdoorscene, truncation, cuboid] [method, truncated, clustering, easy, data, explicit, number, note, proposed] [figure, estimating, handle] [image, benchmark, similarity, well, large]
3D ShapeNets: A Deep Representation for Volumetric Shapes
Wu, Zhirong, Song, Shuran, Khosla, Aditya, Yu, Fisher, Zhang, Linguang, Tang, Xiaoou, Xiao, Jianxiong
Wu, Zhirong, Song, Shuran, Khosla, Aditya, Yu, Fisher, Zhang, Linguang, Tang, Xiaoou, Xiao, Jianxiong
[learning, category, active, dataset, label, test, recognize, evaluate, probability] [recognition, deep, representation, layer, convolutional, map, table, belief, training, testing, convolution, train, hidden, trained, feature, reduce, chair, stride, size, top, build, accuracy] [object, based, complex, propose, average] [shape, model, depth, shapenets, cad, voxels, surface, voxel, planning, mesh, free, completion, visible, nyu, reconstruction, full, represent, point, generative, princeton, potential, probabilistic, joint] [data, distribution, space, algorithm, binary, method, sample, selection, missing] [figure, observed, result, camera, acm, unique, unknown] [view, large, retrieval, choose, geometric, image, limited, sampling, construct, best]
Pushing the Frontiers of Unconstrained Face Detection and Recognition: IARPA Janus Benchmark A
Klare, Brendan F., Klein, Ben, Taborsky, Emma, Blanton, Austin, Cheney, Jordan, Allen, Kristen, Grother, Patrick, Mah, Alan, Burge, Mark, Jain, Anil K.
Klare, Brendan F., Klein, Ben, Taborsky, Emma, Blanton, Austin, Cheney, Jordan, Allen, Kristen, Grother, Patrick, Mah, Alan, Burge, Mark, Jain, Anil K.
[subject, dataset, search, protocol, set, provided, baseline, open, human, manually, datasets, annotation, randomly, operational, collected, automated] [recognition, accuracy, detector, training, performance, testing, reported, table] [detection, bounding, box, multiple, detect, video, key, plot, interest, threshold] [face, template, pose, performed, full, approach, commodity, geographic, ground, facial, allows, single] [number, algorithm, proposed, exists, data, order, scalable] [figure, ieee, captured, paper, computer] [unconstrained, image, probe, imagery, false, gallery, benchmark, rate, person, janus, compare, gots, iarpa, varied, well, overview, match, roc, accept, openbr, database, sampled, corresponding, limited, large, lfw]
Depth From Shading, Defocus, and Correspondence Using Light-Field Angular Coherence
Tao, Michael W., Srinivasan, Pratul P., Malik, Jitendra, Rusinkiewicz, Szymon, Ramamoorthi, Ravi
Tao, Michael W., Srinivasan, Pratul P., Malik, Jitendra, Rusinkiewicz, Szymon, Ramamoorthi, Ravi
[work, photo, natural, consistency, relationship, focus] [improve, input, map, response, better] [measure, framework, multiple, formulate, three] [depth, estimation, shape, scene, represent, point, single, surface, capture, smoothness, provide, require, initial] [data, algorithm, constraint, regularization, method, general, converge, optimization, proposed, optimize, regularize, represented, optimal] [shading, angular, coherence, defocus, pixel, lighting, estimate, tao, light, refocusing, noise, high, enforce, figure, zconf, intrinsic, stereo, refocused, robust, center, accurate, central, synthetic, pinhole, photometric, barron, lytro, captured, passive, real, illum, camera, acm, consumer, unknown, wanner, lambertian, smooth, varying, recovers, recovery] [image, local, spatial, correspondence, compare, respective, dinosaur]
New Insights Into Laplacian Similarity Search
Wu, Xiao-Ming, Li, Zhenguo, Chang, Shih-Fu
Wu, Xiao-Ming, Li, Zhenguo, Chang, Shih-Fu
[ranking, set, positive, learning, dataset, test, interesting, select] [better, larger, map, top, design] [density, average, propose, performs, entire, surrounding, wij, complementary] [vertex, structure, personalized, robustness] [cluster, graph, sparse, regularizer, lim, parw, theorem, column, vector, behaves, lemma, laplacian, matrix, usps, analysis, pagerank, denote, random, hitting, corollary, respect, absorption, pii, consider, normalized, machine, gaussians, note, sparsest, suppose, proposed, densest, limit, digit, order] [degree, ratio, paper, robust, assume, balancing, figure, computer, prefers, ieee, constant, small] [local, dense, image, query, similarity, divergence, gap, weighted, compare, impact, essentially, large, retrieval, metric, desirable, well]
Feature-Independent Context Estimation for Automatic Image Annotation
Tariq, Amara, Foroosh, Hassan
Tariq, Amara, Foroosh, Hassan
[annotation, visual, textual, test, process, automatic, tucker, set, strategy, description, probability, system, relevance, association, esp, word, evaluation, semantic, text, vision, iapr, learning, work, visually, task, popular, conditional, processing, dataset, keywords, pick, tag] [context, training, representation, performance, size, auxiliary] [group, based, recall, employed, video, three, evidence] [estimation, model, formation, represent, joint, distinctive, height, prior] [tensor, decomposition, vector, proposed, form, number, analysis, core, computational, problem, distribution, data, gaussian, denoted, computationally, represented, suitable] [estimate, computer, estimated, ieee, conference, international, figure, assume, high, inserted, assumed] [image, vocabulary, similarity, signature, grid]
Category-Specific Object Reconstruction From a Single Image
Kar, Abhishek, Tulsiani, Shubham, Carreira, Joao, Malik, Jitendra
Kar, Abhishek, Tulsiani, Shubham, Carreira, Joao, Malik, Jitendra
[instance, automatic, learnt, vision, predicted, noisy, set, car, visual, work, dataset, test, predict] [pascal, training, voc, learn, fully, table, map, learned, recognition, subcategory, pipeline] [object, truth, bounding, segmentation, mask, based, detection] [shape, model, reconstruction, ground, silhouette, nrsfm, deformation, depth, single, rigid, viewpoint, point, approach, pose, deformable, mesh, morphable, capture, chamfer, projected] [method, data, projection, note, algorithm, energy, basis, optimization, proposed, analysis, machine] [computer, figure, conference, camera, high, ieee, estimate, quality, pattern, illumination, frequency] [image, distance, well, keypoints, scale, keypoint, local, large]
Active Sample Selection and Correction Propagation on a Gradually-Augmented Graph
Su, Hang, Yin, Zhaozheng, Kanade, Takeo, Huh, Seungil
Su, Hang, Yin, Zhaozheng, Kanade, Takeo, Huh, Seungil
[active, human, label, learning, unlabeled, annotation, selected, transductive, select, expected, labeled, prediction, annotated, soft, set, dataset, hard] [training, testing, performance, improved, feature, accuracy, achieve, implemented, kth] [segmentation, based, propose, frame] [initial, error, sequential, triangle] [sample, selection, data, rademacher, matrix, luu, minimizing, algorithm, complexity, wul, graph, number, actively, random, method, vector, theorem, column, bound, upper, zsu, proposed, augmented, machine, criterion, min, note, arg, order, ith, gaussian, drawn, harmonic, laplacian, time, solution] [correction, informative, conference, ieee, international, corrected, computer, pattern, gradually, inverse] [propagation, cell, corresponding, subsequent, large, marked, propagated, change]
Efficient and Accurate Approximations of Nonlinear Convolutional Networks
Zhang, Xiangyu, Zou, Jianhua, Ming, Xiang, He, Kaiming, Sun, Jian
Zhang, Xiangyu, Zou, Jianhua, Ming, Xiang, He, Kaiming, Sun, Jian
[evaluate, work, set] [layer, convolutional, increase, accuracy, table, increased, deep, feature, imagenet, reduce, previous, neural, version, response, training, network, apply, accelerating, trained, size, input, output] [based] [error, model, reconstruction, single, evaluated] [speedup, nonlinear, linear, asymmetric, method, rank, complexity, solution, approximated, problem, approximation, matrix, zij, peedup, energy, decomposition, case, accelerated, selection, jaderberg, number, accumulative, accumulated, original, computation, approximate, min, symmetric, optimization, consider, theoretical, vector, largest, time, reduction, solve] [ratio, solver, figure, accurate, small, adopt] [spatial, pca, rate, image, large, computed, compute, degradation]
Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries
Kim, Gunhee, Moon, Seungwhan, Sigal, Leonid
Kim, Gunhee, Moon, Seungwhan, Sigal, Leonid
[text, blog, latent, photo, set, semantic, embedding, work, sentence, associated, ranking, retrieve, language, test, visual, paragraph, natural, disneyland, retrieving, topic, corpus, post, association, disney, ripa, user, relation, evaluation, relevant, learning, perform, dvisor, common, scand, review, representative, lda, evaluate, automatically] [training, svm, feature, input, learn, size, top, performance] [segmentation, sequence, multiple, structural, three, segment, based, groundtruth, key] [approach, model, single] [method, algorithm, problem, data, mapping, vector, number, lsa, space, analysis] [unique, parallel] [image, query, retrieval, large, best, similarity, comparison, consists, visualization, pair, comprehensive]
Casual Stereoscopic Panorama Stitching
Zhang, Fan, Liu, Feng
Zhang, Fan, Liu, Feng
[create, baseline, set, label, labeling, user, study] [input, map, output, feature] [target, three, video, object] [monocular, control, step, warp, alignment, point, allows, mesh, term, stitched, depth] [method, problem, energy, algorithm, independently, sparse] [stereoscopic, left, panorama, disparity, stitching, stereo, stitch, warping, figure, pixel, panoramic, result, parallax, camera, ieee, vertical, viewing, acm, paper, handle, computer, warped, casually, care, deliver, anaglyph, developed, estimate, optical, inconsistency, pattern, color, blending, conference, proper, equation] [image, corresponding, view, difference, local, grid, good, well, guided, large, cell]
Superpixel Meshes for Fast Edge-Preserving Surface Reconstruction
Bodis-Szomoru, Andras, Riemenschneider, Hayko, Van Gool, Luc
Bodis-Szomoru, Andras, Riemenschneider, Hayko, Van Gool, Luc
[work, set, semantic] [van, map, gpu, accuracy] [superpixel, edge, propose, superpixels, based, slic] [mesh, sfm, depth, reconstruction, point, surface, single, triangle, urban, gcps, scene, reconstruct, approach, modeling, delaunay, pixelwise, volumetric, vertex, smoothness, polygonized, facade, constrained, model, gcp, term, rely, lidar, cloud, aligned, control, ground, height, shape] [method, sparse, base, linear, data, number, compact, matrix, clustering, proposed] [stereo, figure, triangulation, observed, rendering, relative, discontinuity, plane, directly, assumption, piecewise, planar, robust] [image, street, dense, view, city, harris, fast, canny, reference, scale]
Best-Buddies Similarity for Robust Template Matching
Dekel, Tali, Oron, Shaul, Rubinstein, Michael, Avidan, Shai, Freeman, William T.
Dekel, Tali, Oron, Shaul, Rubinstein, Michael, Avidan, Shai, Freeman, William T.
[set, visual, evaluation, sad] [top, accuracy, window, performance] [target, measure, object, background, foreground, overlap, success, bounding, key, interest, likelihood, based, detection, box, threshold, appearance, complex, candidate] [template, point, nonrigid, challenging, model, deformation] [drawn, case, number, method, distribution, analysis, underlying, data, gaussian, note, space, range] [robust, pattern, figure, ieee, high, real, signal] [image, matching, similarity, distance, expectation, marked, pair, ebbp, distinct, patch, bbp, bbps, ssd, emd, best, nearest, ncc, computing, cpk, integral, considered, geometric, cql, match, commonly, sharply, well, deal, demonstrated, neighbor, fast]
Superdifferential Cuts for Binary Energies
Taniai, Tatsunori, Matsushita, Yasuyuki, Naemura, Takeshi
Taniai, Tatsunori, Matsushita, Yasuyuki, Naemura, Takeshi
[vision, tight, european] [recognition, table, generalization, global] [segmentation, target, group, propose] [error, procedure, ground, unary, mij, curvature] [method, bound, optimization, permutation, energy, ssp, pairwise, ppbc, linear, function, supermodular, approximation, ftr, graph, geodesic, msj, msi, submodular, chain, bshr, proposed, grouped, number, binary, minimization, algorithm, conversion, general, order, derive, bhattacharyya, minimizing, notice, approximate, distribution, variable, time, supergradient, upper, regularization, minimized, lsa] [computer, pattern, ieee, figure, parametric, accurate, noise] [image, distance, scheme, derived, outperforms]
The S-Hock Dataset: Analyzing Crowds at the Stadium
Conigliaro, Davide, Rota, Paolo, Setti, Francesco, Bassetti, Chiara, Conci, Nicola, Sebe, Nicu, Cristani, Marco
Conigliaro, Davide, Rota, Paolo, Setti, Francesco, Bassetti, Chiara, Conci, Nicola, Sebe, Nicu, Cristani, Marco
[people, set, game, human, categorization, novel, collection, vision, focus, annotated, annotation, dataset, perform, ice] [neural, standard, training, accuracy, map, size, performance, trained, convolutional, network, dpm, cnn, deep] [crowd, spectator, detection, behavior, action, based, propose, focusing, ock, bounding, crowded, team, supported, sae, rink, frame, segmentation, sport, object, video] [head, pose, social, body, estimation, prior, face, model, single, fact, ground, modeling] [method, order, analysis, consider, proposed, time, upper, literature, computation, data, low, case] [computer, paper, figure, motion, left, second] [person, considered, large, best, patch, image, similarity, computed]
Discriminant Analysis on Riemannian Manifold of Gaussian Distributions for Face Recognition With Image Sets
Wang, Wen, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin
Wang, Wen, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin
[set, vision, learning, positive, embedding] [recognition, discriminative, training, performance, feature, testing, compared, belonging] [based, measure, propose, average, three, video, group, multiple] [face, model, modeling, prior, probabilistic, represent, single, approach, mixture] [gaussian, kernel, manifold, gaussians, analysis, riemannian, method, space, covariance, linear, data, lie, gmm, number, distribution, subspace, euclidean, proposed, ytc, nonlinear, order, derive, cdl, mda, mmd, sparse, cox, gda, dcc, pasc, sample, geda, spd, denoted, conducted, ytf] [computer, conference, ieee, pattern, component, society, international, geometry] [image, distance, discriminant, statistical, local, similarity, compute, weighted, nearest, divergence, gallery, derived]
Texture Representations for Image and Video Synthesis
Georgiadis, Georgios, Chiuso, Alessandro, Soatto, Stefano
Georgiadis, Georgios, Chiuso, Alessandro, Soatto, Stefano
[domain, process, work, instance, set, collection, store, vision, novel, select, visual, selected] [representation, input, size, stochastic, increasing, larger] [video, multiple, frame, temporal, stationary, cost, segmentation, propose, structural, boundary] [structure, scene, point, capture, infer, allows, allow, term] [algorithm, markov, complexity, function, note, analysis, data, sample, criterion, number, random, space, simultaneously] [figure, property, second, quality, acm, pixel] [texture, image, synthesis, synthesized, region, neighborhood, scale, compression, nearest, statistical, synthesize, notion, tqc, stored, large, rcand, synthesizing, best, fails, sampling, compute, spatial, local, vantage, statistic, compatibility, exhibit]
Shadow Optimization From Structured Deep Edge Detection
Shen, Li, Wee Chua, Teck, Leman, Karianto
Shen, Li, Wee Chua, Teck, Leman, Karianto
[learning, work, dataset, set, label, novel, prediction, uiuc, probability, colour] [structured, cnn, global, input, output, training, extracted, connected, learned, convolutional, learn, map, dapp, achieves, table] [edge, detection, boundary, groundtruth, framework, ucf, formulate, based, complex, propose, object, measure, moving, superpixel] [shadow, bright, ground, structure, volume, single, approach, labelling, detected, model, shd, cmu, capture, cast, neighbouring] [proposed, method, optimization, number, problem, data, algorithm] [figure, pixel, illumination, recovery, central, computer, robust] [local, image, region, patch, computed, june, compare, connectivity, canny, corresponding, spatial]
Total Variation Regularization of Shape Signals
Baust, Maximilian, Demaret, Laurent, Storath, Martin, Navab, Nassir, Weinmann, Andreas
Baust, Maximilian, Demaret, Laurent, Storath, Martin, Navab, Nassir, Weinmann, Andreas
[active, processing, vision, work, natural, set] [representation, implemented] [segmentation, complex, video, tracking, segmented, sequence, oriented, temporal, object, based] [shape, term, performed, point, consisting, visible] [space, kendall, method, proposed, algorithm, original, regularized, regularization, data, case, exponential, mapping, journal, consider, analysis, order, geodesic, loga, perturbed, weinmann, riemannian, notice, mathematical, machine, number, michor, proximal, regularizer, equivalent, low, problem, formulation, equivalence, vector, experiment, tangent] [signal, total, real, classical, computer, second, paper, ieee, imaging, international, inverse, removing, figure, motion, pattern, huber, regularizing, scalar, synthetic] [well, variation, invariant, metric, distance, considered, demonstrate, applied]
Learning Similarity Metrics for Dynamic Scene Segmentation
Teney, Damien, Brown, Matthew, Kit, Dmitry, Hall, Peter
Teney, Damien, Brown, Matthew, Kit, Dmitry, Hall, Peter
[learning, unsupervised, supervised, dataset, semantic, existing, work, set] [learned, training, learn, size, performance, larger, input, additional, smaller, better] [segmentation, dynamic, video, segment, appearance, hierarchical, truth, spatiotemporal, bank, merged, memory, object, edge, segmenting, framework, rand, updated, boundary, complex, static] [rigid, ground, capture, allows, adjacent, approach, occlusion, manual] [algorithm, dimensionality, proposed, reduction, number, data, method, function, optimize, linear, yij, objective, pairwise, note, general, graph] [motion, color, small, figure, optical, pattern, ieee] [metric, distance, image, texture, large, compare, mahalanobis, consistent, pca]
Subspace Clustering by Mixture of Gaussian Regression
Li, Baohua, Zhang, Ying, Lin, Zhouchen, Lu, Huchuan
Li, Baohua, Zhang, Ying, Lin, Zhouchen, Lu, Huchuan
[dataset, vision, describe] [representation, table, better, performance, accuracy, reduce] [grouping, segmentation, complex, contrast, based, adaptive] [regression, face, model, mixture, facial, approach, modeling] [clustering, subspace, mog, data, matrix, method, proposed, norm, gaussian, analysis, min, corrupted, machine, lsr, ssc, sparse, lrr, number, eold, diagonal, distribution, algorithm, yale, regularization, extended, frobenius, solution, spectral, diag, sample, parameter, gaussians, hopkins, simply, function, general, correntropy, graph, china, problem, experimental, denote] [noise, figure, ieee, computer, motion, pattern, conference, robust, international, illumination] [image, database, similarity, good]
DASC: Dense Adaptive Self-Correlation Descriptor for Multi-Modal and Multi-Spectral Correspondence
Kim, Seungryong, Min, Dongbo, Ham, Bumsub, Ryu, Seungchul, Do, Minh N., Sohn, Kwanghoon
Kim, Seungryong, Min, Dongbo, Ham, Bumsub, Ryu, Seungchul, Do, Minh N., Sohn, Kwanghoon
[visual, evaluation, set, learning] [pooling, receptive, discriminative, window, performance, training, feature, size, table, max] [adaptive, based, cost, weight, correlation, combination, propose, measure, reliable, average] [error, ground, evaluated, challenging, approach] [support, computational, modality, computation, method, sensitive, complexity, objective] [illumination, pattern, robust, ieee, stereo, conventional, optical, exposure, figure, intensity, multispectral, estimate, pixel, middlebury, mpi, varying, motion, color, acm, disparity] [descriptor, dense, matching, dasc, image, sampling, local, correspondence, fast, sift, similarity, benchmark, randomized, computed, patch, compute, computing, daisy, ancc, inherent, unoccluded, wta, rsncc, registration, dramatically, gradient, densely]
In Defense of Color-Based Model-Free Tracking
Possegger, Horst, Mauthner, Thomas, Bischof, Horst
Possegger, Horst, Mauthner, Thomas, Bischof, Horst
[visual, ranking, datasets, exploit, distractors, mil, learning, search, adapt, identify, vote, evaluation, advance] [discriminative, representation, performance, accuracy, table, challenge, achieves, compared, van, top, previous, achieve] [object, tracking, based, online, vot, distracting, kcf, dat, adaptive, appearance, lgt, tracker, likelihood, combined, struck, surrounding, threshold, background, dsst, bounding, segmentation, spot, drifting, frame, nodat, fot, ogt, target, average, distinguish, suppress, correlation, including, adaption, propose] [model, approach, robustness, allows, location, current, detailed, estimation] [proposed, rank, update] [color, figure, robust, high] [benchmark, scale, region, well, best, large, overcome]
Best of Both Worlds: Human-Machine Collaboration for Object Annotation
Russakovsky, Olga, Li, Li-Jia, Fei-Fei, Li
Russakovsky, Olga, Li, Li-Jia, Fei-Fei, Li
[human, vision, annotation, system, user, set, labeling, probability, requester, utility, correct, budget, visual, mdp, question, draw, instance, tight, answer, task, expected, feedback, learning, active, crowdsourcing, labeled, label, correspond, dataset, european, annotated, predicting, engineering, returned] [recognition, class, accuracy, input, table, response, training, effective, decision] [object, box, detection, bounding, precision, action, multiple, transition, average, iou, cost, framework, principled, state, crowd] [model, current, scene, error] [time, data, number, method, machine, analysis] [computer, pattern, figure, conference, international, quality, yellow, accurately, desired, ieee, accurate] [image, compute, computing, computed]
Robust Multiple Homography Estimation: An Ill-Solved Problem
Szpak, Zygmunt L., Chojnacki, Wojciech, van den Hengel, Anton
Szpak, Zygmunt L., Chojnacki, Wojciech, van den Hengel, Anton
[set, consistency, latent, associated, vision] [van] [multiple] [estimation, volume, bundle, full, error, adjustment, point] [matrix, fundamental, problem, eigenvalue, constraint, explicit, data, dimension, linear, rank, form, vector, enforcing, constructed, den, optimal, satisfy, case, represented, underlying, variable, algorithm] [homography, homographies, computer, robust, planar, parametrisation, enforce, estimated, compatible, epipolar, polynomial, pattern, incompatible, double, ieee, geometry, dlt, sampson, uncalibrated, real, noise, synthetic, adelaidermf, figure, estimating, second, epipole, separate, presented, residual, multiplicity, singularity] [image, corresponding, compatibility, distance, geometric, demonstrate, consistent, best, separately, globally]
Semi-Supervised Domain Adaptation With Subspace Learning for Visual Recognition
Yao, Ting, Pan, Yingwei, Ngo, Chong-Wah, Li, Houqiang, Mei, Tao
Yao, Ting, Pan, Yingwei, Ngo, Chong-Wah, Li, Houqiang, Mei, Tao
[domain, source, adaptation, learning, labeled, unlabeled, sdasl, visual, transfer, webcam, concept, test, latent, positive, learnt, risk, work, unsupervised, amazon, dslr, mismatch, set, randomization, dataset, instance, scmv] [training, performance, feature, better, trecvid, learn, imagenet, recognition, svm, jointly, trained, decision] [target, three, video, indicates, structural, object] [structure, predictive, model, represent] [data, subspace, objective, function, proposed, regularization, manifold, distribution, optimization, method, conducted, algorithm, problem, original, mapping, number, space, minimizing, minimize, dimensionality, vector, simultaneously, china] [figure, preservation, shift] [image, distance, similarity, metric, difference, good, outperforms, compute]
Articulated Motion Discovery Using Pairs of Trajectories
Del Pero, Luca, Ricco, Susanna, Sukthankar, Rahul, Ferrari, Vittorio
Del Pero, Luca, Ricco, Susanna, Sukthankar, Rahul, Ferrari, Vittorio
[set, human, dataset, dog, selected, unsupervised, label, discovery, perform, discovering, work, purity] [recognition, better, hog, channel, class, discriminative, feature, top] [object, pot, tiger, action, foreground, video, trajectory, appearance, frame, interval, idtfs, segmentation, swing, temporal, based, individual, turning, uniformity, idtf, average, partition, walking, behavior, moving, hierarchical] [articulated, model, single, head, ordered] [method, clustering, number, cluster, pairwise, analysis, consider, move, close] [motion, relative, velocity, median, pattern, optical, periodic, ieee, second, total, figure] [anchor, descriptor, displacement, histogram, large, compare, pair, local, dense]
A Solution for Multi-Alignment by Transformation Synchronisation
Bernard, Florian, Thunberg, Johan, Gemmar, Peter, Hertel, Frank, Husch, Andreas, Goncalves, Jorge
Bernard, Florian, Thunberg, Johan, Gemmar, Peter, Hertel, Frank, Husch, Andreas, Goncalves, Jorge
[set, noisy, randomly, common, amount, vision] [increasing, global] [truth, average, based] [error, shape, tij, wrong, deformation, synchronisation, xker, invertible, whilst, synchronised, gpp, ker, transitively, rigid, gpa, ground, described, alignment, generalised, point, tii, unsynchronised, aop] [method, pairwise, missing, matrix, space, linear, data, case, solution, iterative, null, solving, procrustes, scaling, random, order, problem, orthogonal, euclidean, row, vector, analysis, permutation, det, number, decomposition, column, solved, singular] [noise, component, directly, relative, computer, presented] [transformation, correspondence, pair, similarity, reference, consistent, contained, retrieved, applied, image]
A Convex Optimization Approach to Robust Fundamental Matrix Estimation
Cheng, Yongfang, Lopez, Jose A., Camps, Octavia, Sznaier, Mario
Cheng, Yongfang, Lopez, Jose A., Camps, Octavia, Sznaier, Mario
[set, associated, probability, vision, existing, localizing, exploit, positive] [global, standard, performance, reduce] [sequence, based, truth, leading] [point, ground, estimation, constrained, approach] [matrix, problem, fundamental, optimization, order, number, rank, proposed, algorithm, constraint, ransac, nout, mlesac, msac, relaxation, merton, lmeds, convex, computational, solution, optimal, explicitly, main, computationally, min, case, data, denotes, xit, consider, theoretical, note, sparse, low, form, solved, consistently, introducing, corrupted, guarantee, solving, easily, hmean, impose, running, needed] [polynomial, computer, moment, inliers, robust, estimating, paper, ieee, pattern, handle, figure, estimate] [image, corresponding, similarity, large, pair]
Simultaneous Pose and Non-Rigid Shape With Particle Dynamics
Agudo, Antonio, Moreno-Noguer, Francesc
Agudo, Antonio, Moreno-Noguer, Francesc
[system, set, encode] [global, previous, performance] [object, temporal, particle, sequence, frame, tracking, based, trajectory, contrast] [model, shape, sequential, approach, structure, reconstruction, initial, point, articulated, pose, deformable, represent, monocular, initialization, current, rigid, deformation, estimation, force, dynamical, require, euler, bundle, adjustment, bafem, nonrigid] [batch, data, matrix, method, problem, number, time, linear, solution, vector, simultaneously, rank, missing, consider, regularization, factorization, case, basis, algorithm] [motion, camera, second, estimated, law, estimate, estimating, rotation, measurement, figure, real, paper, directly, velocity, simple] [local, dense, image, applied, change]
Semi-Supervised Learning With Explicit Relationship Regularization
In Kim, Kwang, Tompkin, James, Pfister, Hanspeter, Theobalt, Christian
In Kim, Kwang, Tompkin, James, Pfister, Hanspeter, Theobalt, Christian
[relationship, learning, set, label, embedding, dataset, existing, user, focus, labeled, natural] [performance, classification, class, input, table, standard, size] [based, target] [error, point, constrained, smoothness, structure, potential, full, approach] [function, err, regularization, graph, clustering, spectral, data, defined, laplacian, energy, ccsr, binary, dimensionality, csp, irr, regularizer, functional, explicit, number, space, explicitly, algorithm, cosc, differential, mnist, sparsity, regularizers, parameter, fixed, riemannian, reduction, usps, manifold, original, regularize, complexity, gaussian, matrix, minimizing, close, corresponds, optimization, operator, iterated, order] [smooth, small, figure] [corresponding, rate, large, sampled, local, similarity, neighborhood, construct]
Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning
Liao, Shengcai, Hu, Yang, Zhu, Xiangyu, Li, Stan Z.
Liao, Shengcai, Hu, Yang, Zhu, Xiangyu, Li, Stan Z.
[learning, occurrence, vision, dataset, set] [feature, performance, table, learn, representation, learned, training, accuracy, effective, applying, recognition, compared] [propose, score] [viewpoint, face, detected] [proposed, method, subspace, algorithm, analysis, rank, time, dimensional, dimension, function, problem, low, eigenvalue] [conference, computer, camera, pattern, ieee, color, robust, illumination, international, figure, horizontal, observed, generalized, second] [person, metric, local, xqda, lomo, discriminant, image, retinex, distance, viper, matching, database, called, maximal, kissme, comparison, applied, best, invariant, cumulative, cvpr, bayesian, well, cmc, derived, texture, grid, itml, histogram, lmnn, large, cuhk, computed]
Joint Patch and Multi-Label Learning for Facial Action Unit Detection
Zhao, Kaili, Chu, Wen-Sheng, De la Torre, Fernando, Cohn, Jeffrey F., Zhang, Honggang
Zhao, Kaili, Chu, Wen-Sheng, De la Torre, Fernando, Cohn, Jeffrey F., Zhang, Honggang
[learning, jpml, apl, positive, selected, gft, relation, automatic, facs, subset, select, work, exploit, describe] [negative, feature, table, performance, training, unit, discriminative, better, standard, compared, jointly, involves, learn, improve, recognition] [action, three, group, correlation, detection, dynamic, truth] [facial, face, joint, spontaneous, expression, model, ground, affective] [matrix, lower, sparse, upper, algorithm, norm, problem, data, vector, number, iteration, min, selection, sparsity, regularizer, spsd, convergence, admm, effectively, coding, linear, column, denote] [figure] [patch, best, skew, image, indicate, computed, local, bold]
Real-Time Visual Analysis of Microvascular Blood Flow for Critical Care
Liu, Chao, Gomez, Hernando, Narasimhan, Srinivasa, Dubrawski, Artur, Pinsky, Michael R., Zuckerbraun, Brian
Liu, Chao, Gomez, Hernando, Narasimhan, Srinivasa, Dubrawski, Artur, Pinsky, Michael R., Zuckerbraun, Brian
[baseline, work, domain, subject] [extracted] [video, frame, extraction, skeleton, based, contrast, density, dark, making, extract, reliable] [estimation, dominant, orientation, detected] [method, analysis, distribution, critical, time, proposed, induced] [blood, pig, velocity, vessel, microcirculatory, motion, imaging, sdf, optical, observed, noise, bleeding, sensor, flow, pixel, estimated, fourier, heartbeat, minimal, physiological, care, pressure, resuscitation, figure, ieee, subsurface, intensity, scattering, respiration, frequency, red, estimate, enhanced, epi, captured, stabilization, computer, conference, breathing, illumination, heart, monitoring, micro, bleed, arterial, curvilinear, color, direction] [image, tissue, corresponding, clinical, consistent, rate]
JOTS: Joint Online Tracking and Segmentation
Wen, Longyin, Du, Dawei, Lei, Zhen, Li, Stan Z., Yang, Ming-Hsuan
Wen, Longyin, Du, Dawei, Lei, Zhen, Li, Stan Z., Yang, Ming-Hsuan
[labeling, set, label, labeled, process, task] [table, previous, size, effectiveness, belonging, better, larger, effective] [segmentation, target, tracking, video, object, based, online, background, segtrack, appearance, superpixels, multiple, foreground, frame, performs, overlap, generate, hypothesized, indicates, slic, spt, complex, segment, generated, average, birdfall] [model, term, location, current, initial, approach, error, joint, occluded, described] [algorithm, energy, regularization, proposed, method, number, minimization, optimization, problem, function, iterative, data, objective, optimal, graph, complexity] [pixel, figure, small, center, motion, accurate, estimated, handle, presented] [well, large, database, region, area, matching, hsv, fast]
Gaze-Enabled Egocentric Video Summarization via Constrained Submodular Maximization
Xu, Jia, Mukherjee, Lopamudra, Li, Yin, Warner, Jamieson, Rehg, James M., Singh, Vikas
Xu, Jia, Mukherjee, Lopamudra, Li, Yin, Warner, Jamieson, Rehg, James M., Singh, Vikas
[summarization, summary, set, dataset, maximization, relevance, work, visual, user, human, interesting, subset, diversity, entropy, select, annotation, subject, learning] [feature] [video, egocentric, subshots, subshot, segmentation, temporal, sequence, matroid, action, partition, attention, key, truth, tracking, combinatorial, saccade, eye, extract, preparation, detection, frame, score, interest, object, daily] [gaze, model, ground, point, full, term, constrained, approach, provide, continuous] [submodular, function, objective, algorithm, method, optimization, problem, number, maximizing, approximation, data, machine, selection, form] [uniform, camera, figure, computer, simple, informative, knapsack] [good, well, computed, mutual, local, sampling, compute]
Efficient Illuminant Estimation for Color Constancy Using Grey Pixels
Yang, Kai-Fu, Gao, Shao-Bing, Li, Yong-Jie
Yang, Kai-Fu, Gao, Shao-Bing, Li, Yong-Jie
[dataset, datasets, natural, set, work, source, vision] [performance, table, better, standard, input, van] [based, three, edge, multiple, hypothesis, contrast, measure, utilized] [error, estimation, indoor, scene, model, bright, detected, percentage, evaluated, volume] [method, proposed, journal, analysis, note, science, machine, low, order, number, parameter, lower] [grey, color, illuminant, angular, constancy, sfu, figure, ieee, median, pixel, iim, computer, society, imaging, pattern, light, ball, detectable, simple, checker, logarithmic, equation, conference, estimated, white, optical, small, second, estimate, america] [image, local, computed, benchmark, patch, best, equal]
Can Humans Fly? Action Understanding With Multiple Classes of Actors
Xu, Chenliang, Hsieh, Shao-Hang, Xiong, Caiming, Corso, Jason J.
Xu, Chenliang, Hsieh, Shao-Hang, Xiong, Caiming, Corso, Jason J.
[semantic, vision, dog, understanding, label, conditional, dataset, bird, set, work, human, eating, european, car, jump, cat, tuple, considers, labeled, labeling, relationship] [recognition, performance, jointly, train, accuracy, training, observe, better, class] [action, actor, segmentation, video, trilayer, adult, bayes, object, bilayer, supervoxel, baby, crawling, walking, three, average, individual, climbing, actoraction, jointps, multiple] [model, joint, modeling, inference, full, graphical, independent, potential] [space, product, consider, problem, roll, journal] [computer, conference, ieee, international, pattern, rolling, figure, ball, motion, directly, paper] [dense, well, eat, large]
Reweighted Laplace Prior Based Hyperspectral Compressive Sensing for Unknown Sparsity
Zhang, Lei, Wei, Wei, Zhang, Yanning, Tian, Chunna, Li, Fei
Zhang, Lei, Wei, Wei, Zhang, Yanning, Tian, Chunna, Li, Fei
[datasets, dataset, learning, latent] [log, learned, table, max, reduce] [three, based, bayes, hierarchical, adaptive, likelihood] [prior, reconstruction, urban, model, structure, estimation, capture] [rlphcs, sparse, data, lasso, rcs, stomp, omp, sparsity, proposed, laplace, reweighted, matrix, hsi, paviau, variable, method, indiana, sam, function, linear, snr, hcs, min, optimization, underlying, norm, orthogonal, bar, random, basis, covariance, diag, optimizing, denotes, distribution, ady, update, row, solution, regularization, gaussian, undemocratic, diagonal, adopted, penalization, exp, experimental, unmixing, proved] [signal, noise, figure, ieee, unknown, compressive, sensing, recover, traditional] [sampling, rate, hyperspectral, image, ssim, psnr, band, comparison, wavelet, bayesian, matching, transform]
Class Consistent Multi-Modal Fusion With Binary Features
Shrivastava, Ashish, Rastegari, Mohammad, Shekhar, Sumit, Chellappa, Rama, Davis, Larry S.
Shrivastava, Ashish, Rastegari, Mohammad, Shekhar, Sumit, Chellappa, Rama, Davis, Larry S.
[test, vision, dataset, learning, predicted, set, subject, predict, evaluate, multimodal, randomly] [class, feature, recognition, level, training, table, max, performance, decision, svm, input, fusing, better, accuracy] [multiple, based, target, object, score, weight, combined, combination] [depth, continuous] [binary, fusion, algorithm, data, modality, ccmm, solution, greedy, problem, method, kernel, optimization, arg, bit, sparse, iris, linear, machine, denoted, proposed, smbr, vector, gurobi, row, matrix, feasible, min, wvu, sample, ith, perturbation, mip, biometrics, atm, order, mkl, number, solving] [conference, ieee, computer, pattern, international, intensity, figure, color] [consistent, compute, image, computed, large, biometric, mth, change, compare]
R6P - Rolling Shutter Absolute Camera Pose
Albl, Cenek, Kukelova, Zuzana, Pajdla, Tomas
Albl, Cenek, Kukelova, Zuzana, Pajdla, Tomas
[system, vision, interesting, randomly, automatic] [standard, global, increasing, apply] [video, based, precision, generator] [orientation, model, error, pose, point, initial, position, template, approach, capture, structure] [number, problem, solution, method, ransac, experiment, matrix, close, linear, basis, approximation, optimization, solve, data, algorithm, chosen] [camera, shutter, rolling, velocity, solver, inliers, angular, rotation, polynomial, computer, linearization, translational, figure, relative, real, degree, absolute, linearized, elimination, pnp, bner, varying, motion, translation, center, minimal, ieee, double, conference, international, num, perspective, synthetic, gloptipoly] [image, distance]
Embedded Phase Shifting: Robust Phase Shifting With Embedded Signals
Moreno, Daniel, Son, Kilho, Taubin, Gabriel
Moreno, Daniel, Son, Kilho, Taubin, Gabriel
[set, relation, processing, system] [global, structured, additional] [multiple, temporal, object, sequence, generated, based] [projected, depth, single, point, surface, scanning, scene, cloud] [number, low, method, algorithm, coding, theorem, column, vector, minimum, binary, time, note] [phase, embedded, frequency, micro, shifting, unwrapping, high, illumination, pattern, projector, pixel, relative, camera, robust, periodic, figure, absolute, light, total, measurement, simple, scanned, small, recover, unwrapped, signal, sinusoidal, plane, unknown, digital, gupta, direct, decoding, white, bowl, accurate, mod, noise, unwrap, meet, narrow, equation, subsurface, rmse, recovered, amplitude] [corresponding, spatial, image, resolution, compute]
Shape and Light Directions From Shading and Polarization
Ngo Thanh, Trung, Nagahara, Hajime, Taniguchi, Rin-ichiro
Ngo Thanh, Trung, Nagahara, Hajime, Taniguchi, Rin-ichiro
[source, work, associated, system, relationship] [standard, compared, map, performance, accuracy, improve] [object, three, employ, average] [surface, normal, shape, error, reconstruction, point, estimation, prior, term, orientation, capture, independent] [method, constraint, proposed, algorithm, number, case, function, optimization, solution, vector, journal] [light, refractive, polarization, figure, photometric, polarizer, stereo, direction, angle, diffuse, camera, recover, zenith, ambiguity, computer, estimate, intensity, second, ieee, captured, dielectric, shading, unknown, ray, international, ratio, pixel, material, noise, assume, transmission, small, estimated, fresnel, pattern, conference, simulation, observing, total, conventional, recovery, ambiguous, specular, optical] [image, pair, large, june]
3D Deep Shape Descriptor
Fang, Yi, Xie, Jin, Dai, Guoxian, Wang, Meng, Zhu, Fan, Xu, Tiantian, Wong, Edward
Fang, Yi, Xie, Jin, Dai, Guoxian, Wang, Meng, Zhu, Fan, Xu, Tiantian, Wong, Edward
[learning, vision, description, set, noisy, dataset, visual, collection] [deep, neural, training, performance, feature, network, discriminative, representation, trained, learn, dnn, margin] [based, structural, target, object, three, group, entire] [shape, model, point, approach, modeling, surface] [kernel, covariance, analysis, machine, data, method, denotes, proposed, isometric, complexity, diffusion, distribution, matrix] [figure, computer, conference, noise, ieee, developed, international, component, robust, informative, result, blue, high, pattern] [descriptor, retrieval, geometric, heat, deepsd, heatsd, signature, incomplete, large, hks, comparison, encoder, heatsds, local, esd, concise, mcgill, dinosaur, query, shapegoogle, image, partial, invariant]
Cross-Age Face Verification by Coordinating With Cross-Face Age Verification
Du, Liang, Ling, Haibin
Du, Liang, Ling, Haibin
[task, learning, study, visual, dataset, novel, work, share, baseline, versus, strategy, competition, datasets, selected, positive] [age, feature, auxiliary, recognition, loss, training, agcd, coordinating, discriminative, sharing, boosting, morph, cme, previous, exclusion, performance, table, coordination, size, improve, pool] [target, hypothesis, framework, weight, gop, multiple] [face, coordinate, joint, model, facial, descent, modeling, estimation] [algorithm, proposed, greedy, base, experimental, analysis, function, alternating, orthogonal, regularization, regularized, selection, conducted, number, sensitive, binary, update, graph, method] [figure, small, tested, competing] [image, best, aging, eer, gradient, local, invariant, difference, large, cross]
Beyond Mahalanobis Metric: Cayley-Klein Metric Learning
Bi, Yanhong, Fan, Bin, Wu, Fuchao
Bi, Yanhong, Fan, Bin, Wu, Fuchao
[learning, set, positive, labeled, datasets] [training, learn, input, table, log, class, performance, effectiveness, learned, better] [based, average, three, group] [point] [data, matrix, euclidean, method, linear, space, objective, pairwise, hyperbolic, symmetric, optimization, function, form, problem, repeat, iteration, riemannian, proposed, proposition, call, machine, constraint] [generalized, geometry, relative, figure, pattern, intersect, balance, small, projective] [metric, mahalanobis, lmnn, distance, mmc, elliptic, osr, dck, pubfig, gradient, transformation, image, nearest, cayleyklein, neighbor, dissimilar, called, similarity, fractional, wine, invariant, query, large, remaining, return, kind, outperforms]
From Dictionary of Visual Words to Subspaces: Locality-Constrained Affine Subspace Coding
Li, Peihua, Lu, Xiaoxiao, Wang, Qilong
Li, Peihua, Lu, Xiaoxiao, Wang, Qilong
[visual, representative, set, learning, work, probability] [feature, performance, fisher, training, ensemble, voc, size, accuracy, higher, table, map, pascal, better, pyramid, increasing, class, achieves, improved] [measure, based, object, propose, segmentation, indicates, surrounding] [structure, indoor, scene, described, coordinate] [lasc, method, subspace, coding, proximity, llc, vector, linear, manifold, data, number, encoding, space, proposed, sparse, approximation, function, dimension, matrix, note, form, dimensionality, kobayashi, attached, cluster, distribution, solution, principal, problem, reduction] [figure, piecewise, component, geometry, high, simple] [dictionary, local, image, comparison, nearest, large, geometric, statistical, metric, matching, outperforms, compare, weighted]
FPA-CS: Focal Plane Array-Based Compressive Imaging in Short-Wave Infrared
Chen, Huaijin, Salman Asif, M., Sankaranarayanan, Aswin C., Veeraraghavan, Ashok
Chen, Huaijin, Salman Asif, M., Sankaranarayanan, Aswin C., Veeraraghavan, Ashok
[system, prototype, bottle, correspond, set] [architecture, increase, achieve, increasing] [temporal, frame, video, cost, moving] [reconstruction, visible, single, scene, scanning, provide, fps] [number, linear, sparse, low, computational, journal, compressed, matrix, binary] [sensor, swir, dmd, compressive, imaging, measurement, high, sensing, figure, light, reconstructed, ieee, camera, lens, spc, pixel, megapixel, coded, array, optical, conference, signal, str, fdm, operating, total, plane, traditional, pattern, multiplexing, modulation, enables, focal, direct, international, spectrum, infrared, intensity, captured, computer, small, relay, multiplexed, transparent, quality, speed] [image, spatial, rate, resolution, compression, limited]
BOLD - Binary Online Learned Descriptor For Efficient Image Matching
Balntas, Vassileios, Tang, Lilian, Mikolajczyk, Krystian
Balntas, Vassileios, Tang, Lilian, Mikolajczyk, Krystian
[set, positive, learning, correct, subset, dataset, test] [global, performance, feature, discriminative, table, class, learned, negative, better, training, intra, compared] [online, based, extraction, tracking, object, generated, generate] [error, approach] [binary, optimized, proposed, optimization, hamming, number, selection, random, method, minimize, computational, low, dimensionality, matrix, distribution] [figure, high, simple, robust, intensity, ieee] [descriptor, patch, globally, matching, rate, sift, variance, bold, distance, binboost, image, adapted, surf, large, local, locally, best, orb, false, discriminant, yosemite, demonstrate, dbrief, stable, implementation, masked, true]
Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras
Xiao, Lei, Heide, Felix, O'Toole, Matthew, Kolb, Andreas, Hullin, Matthias B., Kutulakos, Kyros, Heidrich, Wolfgang
Xiao, Lei, Heide, Felix, O'Toole, Matthew, Kolb, Andreas, Hullin, Matthias B., Kutulakos, Kyros, Heidrich, Wolfgang
[latent, vision, set, character] [raw, map, reduce, highly, cosine, compared, increase] [multiple, complex] [depth, scene, model, prior, lidar, typically, surface, single, joint, approach] [method, algorithm, problem, argmin, proposed, update, kernel, order, optimization, nonlinear, number, matrix, linear, gaussian, university, sparse, solution, data] [tof, amplitude, godbaz, naive, estimated, blur, figure, superresolution, noise, real, imaging, defocus, derivative, directly, upsampling, deblurring, computer, aperture, sharp, quality, left, captured, high, light, ieee, sensor, international, conference, acm, second, total, camera, deblurred, simulated, camel, synthetic, modulation] [image, limited, large, resolution, psnr, well, represents]
Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation
Delbracio, Mauricio, Sapiro, Guillermo
Delbracio, Mauricio, Sapiro, Guillermo
[work, latent, amount, shot, set, noisy] [better, input, performance, larger] [average, frame, movement, memory, strong, multiple] [estimation, hand, scene, prior, align, model, step, current, approach] [algorithm, kernel, proposed, problem, random, number, explicitly, method, low, parameter, time, distribution] [camera, fourier, shake, deconvolution, noise, motion, sharp, blind, blur, figure, deblurring, accumulation, frequency, bias, inverse, exposure, removing, light, spectrum, texp, mse, imgs, typical, estimate, iso, blurred, acm, gyroscope, sharper, attenuated, captured, real, generally, restored, small, tremor] [image, burst, blurring, variance, best, aggregation, magnitude, weighted, restoration, denoising, regular, implementation, comparison, registration]
SOM: Semantic Obviousness Metric for Image Quality Assessment
Zhang, Peng, Zhou, Wengang, Wu, Lei, Li, Houqiang
Zhang, Peng, Zhou, Wengang, Wu, Lei, Li, Houqiang
[semantic, human, dataset, visual, set, predicted, existing, work, evaluation, type, learning, natural, perception, randomly] [feature, performance, generic, raw, table, training, previous, extracted, pooling, jpeg, cnn, top, global, trained, discriminative, detector] [based, detection, obviousness, iqa, object, assessment, extract, score, srocc, framework, measure, lcc, perceptual, objectness, som, brisque, cornia, dmos, correlation] [live, approach, regression, represent] [codebook, proposed, number, method, experimental, range, machine, linear, encoding, adopted, promising] [quality, distorted, figure, distortion, signal, paper, blind, result] [image, local, reference, metric, region, corresponding, fast, consists, ssim]
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection
Ouyang, Wanli, Wang, Xiaogang, Zeng, Xingyu, Qiu, Shi, Luo, Ping, Tian, Yonglong, Li, Hongsheng, Yang, Shuo, Wang, Zhe, Loy, Chen-Change, Tang, Xiaoou
Ouyang, Wanli, Wang, Xiaogang, Zeng, Xingyu, Qiu, Shi, Luo, Ping, Tian, Yonglong, Li, Hongsheng, Yang, Shuo, Wang, Zhe, Loy, Chen-Change, Tang, Xiaoou
[learning, visual, annotation, baseline, human, task, rejection, example, test, semantic, horse] [deep, layer, map, convolutional, pretraining, imagenet, learned, training, improves, rcnn, table, feature, size, output, learn, context, pooling, pretrain, contextual, pedestrian, cnn, net, better, class, neural, input, shared, train, arxiv, preprint, representation, generic, global, max, network] [object, detection, bounding, box, multiple, based, allowed] [model, deformation, deformable, approach, location, localization] [data, penalty, proposed, experimental, upper, det, denoted] [circular, figure, pattern, averaging, paper] [image, scheme, large]
Efficient Globally Optimal Consensus Maximisation With Tree Search
Chin, Tat-Jun, Purkait, Pulak, Eriksson, Anders, Suter, David
Chin, Tat-Jun, Purkait, Pulak, Eriksson, Anders, Suter, David
[set, search, subset, common, test] [level, table, size, global, previous, road] [heuristic, threshold, based, multiple, combinatorial, average] [estimation, tree, regression, adjacent, point, error] [number, data, basis, support, ransac, optimal, algorithm, runtime, problem, method, solving, maximum, bfs, nsub, feasible, linear, linearised, note, solution, pseudoconvex, largest, outlier, college, maxfs, proposed, update, cambridge, maximisation, lowest, keble, bound, solved, sign, proof, fundamental, minmax, matrix, updating, min, exists, optimization, solve, bnb, faster, time, established] [homography, residual, inliers, removed, estimate, robust, triangulation, removal, tested, computer, property, result] [consensus, globally, inlier, geometric, image]
Mind's Eye: A Recurrent Visual Representation for Image Caption Generation
Chen, Xinlei, Lawrence Zitnick, C.
Chen, Xinlei, Lawrence Zitnick, C.
[visual, sentence, language, word, coco, flickr, generating, novel, human, learning, set, generation, meteor, evaluation, text, bleu, caption, cider, datasets, description, probability, automatic, ability, task, evaluate, dataset, report, ranking, natural, perplexity, vision] [neural, rnn, recurrent, hidden, network, better, learn, representation, training, previous, pascal, feature, arxiv, layer, preprint, deep, table, performance, validation, rnns, standard, microsoft] [generated, generate, based, memory, likelihood, long, truth, numerous, capable] [model, approach, error, provide, scene, ground] [time, random, machine, data, lower] [figure, paper, directly, computer] [image, retrieval, reference]
Hierarchical Sparse Coding With Geometric Prior For Visual Geo-Location
Gopalan, Raghuraman
Gopalan, Raghuraman
[learning, test, dataset, set, vision, visual, perform, latent, knowledge, utility, novel, collection, european, transferring, datasets, existing] [training, feature, recognition, svm, discriminative, representation, accuracy, learn, level] [appearance, hierarchical, average, recall, based, cost, truth, three, video] [location, approach, prior, ground, structure, inference, landmark, single] [data, sparse, space, heterogeneous, coding, function, vector, problem, number, code, method, matrix, manifold, machine, geodesic, random, form, algorithm, case, cluster, analysis, tangent] [conference, computer, ieee, parallel, pattern, figure, transport, mobile, uniform] [geometric, image, san, francisco, similarity, corresponding, contained, pertaining, matching, best, obtaining, compute, large]
P3.5P: Pose Estimation With Unknown Focal Length
Wu, Changchang
Wu, Changchang
[system, existing, set, incremental] [table, accuracy, standard] [] [coordinate, pose, point, estimation, error, single, independent, reconstruction, structure] [problem, solution, general, number, matrix, solve, projection, solving, vector, method, algorithm, linear, decomposition, proposed, linearly, order, note, random, exists, basis, null, eigenvalue, form, derive] [camera, focal, length, rotation, polynomial, unknown, solver, minimal, coplanar, parametrization, elimination, degree, real, equation, figure, translation, planar, speed, degeneracy, sin, noise, quaternion, absolute, reprojection, eliminate, calibration, quadruple, degenerate, relative, bner, trivial, paper, zheng, avoid, requires, producing, axis, produce, discard, stability, recovered] [image, remaining, good]
Joint Vanishing Point Extraction and Tracking
Kroeger, Till, Dai, Dengxin, Van Gool, Luc
Kroeger, Till, Dai, Dengxin, Van Gool, Luc
[dataset, active, set, association, evaluation, knowledge, evaluate, baseline, consistency, mutually, associated, vision] [percent, unit, extracted] [tracking, detection, frame, mota, interpretation, extraction, multiple, bin, video, evidence, transition, track, score, segment, object, start, cost, short, three, intersection] [approach, joint, point, orientation, pose, occupancy, scene, urban, probabilistic] [method, time, orthogonal, problem, solution, proposed, graph, discretization, space, linear, solving] [camera, vps, vanishing, plane, tno, manhattan, figure, sphere, horizontal, imaged, calibration, spherical, enforce, frustum, lpsf, vertical, parallel, lpmf, unknown, angle] [image, best, hough, outperforms, cumulative]
Learning a Non-Linear Knowledge Transfer Model for Cross-View Action Recognition
Rahmani, Hossein, Mian, Ajmal
Rahmani, Hossein, Mian, Ajmal
[learning, knowledge, dataset, transfer, human, existing, set, source, test] [recognition, training, learn, learned, accuracy, input, table, layer, deep, output, feature, representation, shared, discriminative, neural, svm] [action, path, target, trajectory, video, aog, weight, extract, three, average, sequence] [canonical, model, single, performed, viewpoint, joint, approach, point, structure] [proposed, method, data, codebook, general, linear, sparsity, time, number, function, sample, algorithm, decay] [motion, camera, unknown, synthetic, figure, real, requires, technique, captured] [nktm, view, virtual, mocap, ncte, dense, cvp, dvv, ixmas, large, descriptor, respective, transformation]
Random Tree Walk Toward Instantaneous 3D Human Pose Estimation
Yub Jung, Ho, Lee, Soochahn, Seok Heo, Yong, Dong Yun, Il
Yub Jung, Ho, Lee, Soochahn, Seok Heo, Yong, Dong Yun, Il
[set, human, vision, randomly, test, evaluation, probability, process, operate] [training, size, map, previous, trained, unit, discriminative, achieved, higher, decision, larger, compared, smaller, train] [walk, tracking, precision, average, node, multiple, based, frame] [pose, rtw, joint, step, tree, depth, estimation, body, position, single, regression, eval, starting, point, fps, leaf, model, approach, provide, offset, skeletal, kinematic, current, forest, yang, ground] [random, number, computation, proposed, method, algorithm, time, chosen, sample, distribution] [direction, computer, pattern, estimated, accurate, figure, presented, estimate, motion] [image, large, expectation, represents, randomized, distance, implementation]
Deep Hashing for Compact Binary Codes Learning
Erin Liong, Venice, Lu, Jiwen, Wang, Gang, Moulin, Pierre, Zhou, Jie
Erin Liong, Venice, Lu, Jiwen, Wang, Gang, Moulin, Pierre, Zhou, Jie
[learning, unsupervised, supervised, set, semantic, visual, search, dataset, existing] [deep, learn, learned, top, training, layer, network, feature, map, compared, discriminative, neural, table, loss, performance, output, convolutional, grant] [recall, precision, three, object, multiple, hierarchical] [approach, term, model, independent] [hashing, binary, sdh, method, proposed, kmh, hamming, pcah, splh, compact, bre, sample, lsh, itq, mlh, projection, vector, nonlinear, minimizing, function, objective, time, original, number, seek, singapore, quantization, basic, mnist, algorithm, row] [spherical, figure, second, presented] [image, large, computed, query, retrieved, gradient, outperforms, gallery]
Completing 3D Object Shape From One Depth Image
Rock, Jason, Gupta, Tanmay, Thorsen, Justin, Gwak, JunYoung, Shin, Daeyun, Hoiem, Derek
Rock, Jason, Gupta, Tanmay, Thorsen, Justin, Gwak, JunYoung, Shin, Daeyun, Hoiem, Derek
[novel, set, entropy, dataset, predict, retrieve, category, include, work] [exemplar, training, better, class, table, input, recognition] [object, based, detection, propose, target] [depth, mesh, model, shape, reconstruction, voxels, deformation, voxel, deformed, surface, point, complete, tps, approach, occupied, reconstruct, alignment, volume, full, single, aligned, forest, tree, silhouette, constrained, cluttered, control] [random, method, approximation, function, machine, linear, number, analysis, consider] [symmetry, observed, median, computer, figure, acm, ieee, plane, conference, international, technique, camera] [query, retrieved, image, similarity, matching, distance, view, retrieval, match, correspondence, matched, partial, corresponding, compute]
Encoding Based Saliency Detection for Videos and Images
Mauthner, Thomas, Possegger, Horst, Waltner, Georg, Bischof, Horst
Mauthner, Thomas, Possegger, Horst, Waltner, Georg, Bischof, Horst
[human, visual, dataset, perform, set, evaluate, supervised, content, weakly] [global, map, training, feature, compared, representation, input, top, detector, applying] [saliency, salient, video, object, ebsg, foreground, based, detection, activity, likelihood, dynamic, contrast, recall, individual, background, ucf, static, appearance, precision, segmentation, action, box, analyzing, ebsl, average, gestalt, border, bounding, combination, propose, asd, lab] [occupied, joint, allows, estimation, described, challenging, approach, cluttered, solely] [encoding, number, distribution, data, proposed, method, maximum, general] [motion, color, figure, camera, pixel, directly, optical, enforce, estimating] [image, local, region, histogram, weighted, magnitude]
Online Sketching Hashing
Leng, Cong, Wu, Jiaxiang, Cheng, Jian, Bai, Xiao, Lu, Hanqing
Leng, Cong, Wu, Jiaxiang, Cheng, Jian, Bai, Xiao, Lu, Hanqing
[learning, dataset, stream, search, work, vision, set, existing, datasets, annual] [training, size, learned, smaller, learn, performance, top, loss, version, map] [online, based, average, precision, extensive, propose] [step, approach, symposium] [data, matrix, hash, hashing, algorithm, round, method, osh, proposed, function, sketching, okh, time, complexity, space, lsh, itq, chunk, random, binary, accumulated, problem, covariance, machine, objective, ytt, batch, column, code, approximation, number, hamming, isoh, decomposition, denote, original, projection, approximate, optimized, scalability, eigenvectors] [computer, conference, ieee, rotation, pattern, second, international, small] [sketch, streaming, large, scale, pair, nearest]
Enriching Object Detection With 2D-3D Registration and Continuous Viewpoint Estimation
Bongsoo Choy, Christopher, Stark, Michael, Corbett-Davies, Sam, Savarese, Silvio
Bongsoo Choy, Christopher, Stark, Michael, Corbett-Davies, Sam, Savarese, Silvio
[dataset, novel, test, existing, car, work, provided, search, generation, set, par, probability, positive] [hog, performance, exemplar, class, feature, convolution, train, training, detector, output, negative, ensemble, table, discriminative, additional, level, trained] [object, detection, bounding, precision, based, box, average, candidate] [viewpoint, cad, model, pose, template, estimation, rendered, continuous, discrete, single, mcmc, joint, approach, enrich, deformable] [method, conjugate, time, whitening, number, original, parameter, matrix, whitened, iterative, computational, problem, algorithm, condition, data] [figure, focal, rendering, calibration, azimuth, length, result, high] [image, large, gradient, matching, corresponding]
Representing 3D Texture on Mesh Manifolds for Retrieval and Recognition Applications
Werghi, Naoufel, Tortorici, Claudio, Berretti, Stefano, Del Bimbo, Alberto
Werghi, Naoufel, Tortorici, Claudio, Berretti, Stefano, Del Bimbo, Alberto
[set, work, vision] [recognition, representation, performance, compared, global, unit, reported, feature, extracted, table] [three, based, framework, appearance, action, score, pot, combination, object, sequence, middle] [face, shape, mesh, surface, facial, approach, facet, depth, ordered, expression, owl, full, triangular, single, point, procedure, variant, potential, normal, azimuthal] [fusion, analysis, binary, proposed, machine, method, random, function, construction, case, lower] [photometric, pattern, ieee, central, figure, geometry, computer, rotation] [texture, geometric, local, image, lbp, retrieval, eat, best, distance, histogram, grid, corresponding, comparison, descriptor, database, probe, ring, computed, representing, gap, meshlbp]
Saliency Propagation From Simple to Difficult
Gong, Chen, Tao, Dacheng, Liu, Wei, Maybank, Stephen J., Fang, Meng, Fu, Keren, Yang, Jie
Gong, Chen, Tao, Dacheng, Liu, Wei, Maybank, Stephen J., Fang, Meng, Fu, Keren, Yang, Jie
[teacher, set, labeled, vision, learning, curriculum, learner, unlabeled, existing, processing, knowledge, evaluate, example, process] [map, recognition, input, learned, land, stage, coarse, better, connected] [saliency, superpixels, superpixel, background, detection, salient, based, foreground, individuality, precisionw, tllt, sequence, ihm, object, target, msra, boundary, key, ecssd, recallw, informativity, generated, updated, generate] [hull, adjacent, approach, prior] [convex, matlab, proposed, matrix, method, iteration, graph, algorithm, vector, inhomogeneity, machine, geodesic, gaussian, adopted, diffusion, random] [conference, ieee, pattern, simple, computer, figure, small, reasonable, inhomogeneous, result, decide, traditional] [propagation, image, weighted, connectivity, region]
Learning an Efficient Model of Hand Shape Variation From Depth Images
Khamis, Sameh, Taylor, Jonathan, Shotton, Jamie, Keskin, Cem, Izadi, Shahram, Fitzgibbon, Andrew
Khamis, Sameh, Taylor, Jonathan, Shotton, Jamie, Keskin, Cem, Izadi, Shahram, Fitzgibbon, Andrew
[set, baseline, human, subject, noisy, system, test, dataset, describe] [learned, standard, learn] [skeleton, threshold, tracking] [model, hand, shape, mesh, pose, surface, bone, ynthetic, depth, error, vertex, subdivision, body, morphable, term, eal, skinning, point, neutral, represent, template, coordinate, mae, modeling, location, full, blend, capture, deformation, prior, arap, articulated, offset, nsf, single, rigid, percentage, joint, approach, loop, lifted] [basis, data, min, linear, energy, number, space, optimization, matrix, note, principal, function, extremely, range] [figure, robust, real, synthetic, component, noise, rmse, rotation, encourages, acm, smooth] [local, performing, pca, demonstrate]
On the Minimal Problems of Low-Rank Matrix Factorization
Jiang, Fangyuan, Oskarsson, Magnus, Astrom, Kalle
Jiang, Fangyuan, Oskarsson, Magnus, Astrom, Kalle
[book, vision, work] [size, smaller, structured, adding] [overlap, generate, based, partition, three, series] [rigid, error, shape, structure, hand] [matrix, missing, data, method, column, problem, extra, extension, factorization, number, rank, solve, constructive, solution, bandwidth, general, norm, optspace, linear, random, nuclear, convex, henneberg, solved, block, exactly, basis, constraint, journal, consider, tnnr, idea] [minimal, measurement, pattern, computer, figure, assume, ieee, recovered, robust, synthetic, real, handle] [formed, overlapping, local, transformation]
Symmetry-Based Text Line Detection in Natural Scenes
Zhang, Zheng, Shen, Wei, Yao, Cong, Bai, Xiang
Zhang, Zheng, Shen, Wei, Yao, Cong, Bai, Xiang
[text, icdar, natural, character, dataset, swt, positive, symmetrical, evaluation, reading, probability, work, novel, neumann, datasets] [feature, training, recognition, level, representation, performance, testing, standard, connected, higher, deep, advantage, achieves] [detection, bounding, based, recall, appearance, stroke, multiple, extraction, truth, detecting, precision, middle, group] [scene, challenging, ground, template, height, localization] [proposed, algorithm, low, method, number] [symmetry, rectangle, property, axis, ieee, figure, robust, conventional, directly, handle, color, removal, component, pixel, computer] [image, false, mser, region, local, compute, texture, scale, difference]
DevNet: A Deep Event Network for Multimedia Event Detection and Evidence Recounting
Gan, Chuang, Wang, Naiyan, Yang, Yi, Yeung, Dit-Yan, Hauptmann, Alex G.
Gan, Chuang, Wang, Naiyan, Yang, Yi, Yeung, Dit-Yan, Hauptmann, Alex G.
[learning, dataset, evaluation, positive, label, med, task, human, visual, work] [deep, convolutional, feature, training, layer, apply, recognition, cnn, shallow, cnns, imagenet, network, class, level, trecvid, discriminative, improved, table, map, representation, higher, neural, compared] [event, key, detection, video, recounting, minndc, devnet, saliency, evidence, multimedia, temporal, frame, action, localize, score, average, based, complex, trajectory, object, framework, detecting] [approach, model, single, scene, described, localization] [vector, data, number, rank, pass, proposed] [figure, pixel, informative, vehicle, quality, computer] [spatial, image, large, rate, dense]
Learning to Detect Motion Boundaries
Weinzaepfel, Philippe, Revaud, Jerome, Harchaoui, Zaid, Schmid, Cordelia
Weinzaepfel, Philippe, Revaud, Jerome, Harchaoui, Zaid, Schmid, Cordelia
[dataset, learning, clean, datasets, evaluation, work, annotated, set, predict, prediction, introduce, predicted] [training, structured, train, performance, table, input, trained, decision, feature, map] [boundary, detection, ymb, edge, youtube, temporal, propose, video, based, segmentation, ldof, object, recall, precision, frame, threshold] [approach, estimation, error, occlusion, forest, model, depth, tree, challenging, rgb] [random, method, norm, binary, energy, proposed] [motion, optical, figure, estimated, warping, high, color, middlebury, ieee, flow, estimate, accurately, result, robust] [image, gradient, large, patch, local, compute, compare, computed, fast, deepflow, outperforms, impact, well]
Improving Object Proposals With Multi-Thresholding Straddling Expansion
Chen, Xiaozhi, Ma, Huimin, Wang, Xiang, Zhao, Zhichen
Chen, Xiaozhi, Ma, Huimin, Wang, Xiang, Zhao, Zhichen
[obj, set, existing, diverse, generating, search] [accuracy, achieve, improving, pascal, improve, sliding, effective, achieves, higher, setting, feature, generic] [object, bounding, box, recall, straddling, superpixel, iou, bing, superpixels, threshold, tightness, mtse, mcg, average, proposal, overlap, multiple, cpmc, detection, intersection, generate, union, segmentation, objectness, based, edge, propose, integrated, measure, viewed, numerous, three, background, utilize, truth, generated, strong] [localization, approach, initial, alignment, model, ground] [expansion, method, low, number, distribution, curve, proposed] [figure, ieee, high, bias, quality, accurate, simple, sin] [image, best, area, compute, distinct]
Visual Recognition by Counting Instances: A Multi-Instance Cardinality Potential Kernel
Hajimirsadeghi, Hossein, Yan, Wang, Vahdat, Arash, Mori, Greg
Hajimirsadeghi, Hossein, Yan, Wang, Vahdat, Arash, Mori, Greg
[cardinality, instance, bag, learning, vision, people, label, latent, positive, work, set, visual, european, dataset, summarization, interesting, yqj, relevant, encode, evaluation, probability, human, labeled, example, hard] [recognition, svm, structured, training, feature, performance, trecvid, standard, global] [video, event, activity, temporal, multiple, segment, collective, based, action, group, framework, counting, propose, likelihood, detection] [model, potential, probabilistic, inference, joint, approach, scene, modeling, single] [kernel, proposed, method, algorithm, number, exp, exact, marginal, machine, parameter, encoding, intelligence] [computer, conference, pattern, international, figure, paper, length] [internet, dense, comparison]
Unconstrained 3D Face Reconstruction
Roth, Joseph, Tong, Yiying, Liu, Xiaoming
Roth, Joseph, Tong, Yiying, Liu, Xiaoming
[photo, collection, set, novel, process, perform] [recognition, input, frontal, highly] [based, truth, including, boundary, individual, allowing, entire] [face, surface, shape, reconstruction, normal, landmark, template, curvature, approach, mesh, ground, vertex, alignment, point, model, estimation, facial, initial, deformation, capture, expression, editing, depth, deform, term, reconstruct, procedure, allows] [matrix, method, algorithm, vector, linear, data, solve, proposed, range, projection, number, laplace, laplacian] [photometric, stereo, figure, lighting, estimate, estimated, acm, poisson, ieee, albedo, computer, warping, light, geometry, ambiguity, accurate, lambertian, scalar] [image, unconstrained, well, corresponding, local, distance, consistent, view, true]
Becoming the Expert - Interactive Multi-Class Machine Teaching
Johns, Edward, Mac Aodha, Oisin, Brostow, Gabriel J.
Johns, Edward, Mac Aodha, Oisin, Brostow, Gabriel J.
[teaching, learning, human, student, strategy, active, set, teacher, interactive, visual, datasets, task, work, ability, dataset, labeled, seer, mechanical, incorrect, label, swp, showing, provided, scc, example, sbatch, adapt, correct, future, web, test, amount, curriculum, goal, perform, domain, turk, access, feedback] [class, feature, performance, table, learn, testing, better, compared] [based, teach, average, truth, object, individual] [model, current, ground, challenging, approach, prior, uncertainty] [machine, random, number, matrix, time, method, optimal, problem, data, batch, space, selection, distribution] [figure, real, directly, estimate, presented, computer] [image, similarity, computed]
Long-Term Recurrent Convolutional Networks for Visual Recognition and Description
Donahue, Jeffrey, Anne Hendricks, Lisa, Guadarrama, Sergio, Rohrbach, Marcus, Venugopalan, Subhashini, Saenko, Kate, Darrell, Trevor
Donahue, Jeffrey, Anne Hendricks, Lisa, Guadarrama, Sergio, Rohrbach, Marcus, Venugopalan, Subhashini, Saenko, Kate, Darrell, Trevor
[visual, description, learning, language, sentence, vision, natural, generation, caption, human, semantic, evaluation, system, prediction] [lstm, input, convolutional, deep, lrcn, recognition, recurrent, neural, architecture, hidden, crf, learn, network, decoder, table, cnn, lstms, training, representation, output, arxiv, previous, preprint, gate, max, unit, rnn, convnet, timestep, feature, layer] [video, temporal, sequence, activity, state, memory, complex, average, based, action, frame, three, perceptual] [model, sequential, described, rgb, single, approach, current] [time, machine, proposed, base, data, number, variable, vector] [length, figure, translation, directly, stack] [image, cell, outperforms, retrieval, encoder]
Zero-Shot Object Recognition by Semantic Manifold Distance
Fu, Zhenyong, Xiang, Tao, Kodirov, Elyor, Gong, Shaogang
Fu, Zhenyong, Xiang, Tao, Kodirov, Elyor, Gong, Shaogang
[semantic, embedding, unseen, learning, absorbing, test, visual, amp, attribute, zsl, relatedness, word, process, dataset, probability, set, label, existing, strategy, novel, transient, awa, vision, prototype, transductive, knowledge, processing, devise, labelled] [class, feature, imagenet, recognition, connected, neural, cnn, training, deep, compared, performance, achieved, learned, convolutional, accuracy] [based, object, node, state, transition, combination, framework, measure] [model, structure, approach, tree] [space, graph, manifold, vector, chain, markov, method, matrix, proposed, projection, extended, number, represented, data] [computer, result, figure, ieee, pattern, conference] [image, distance, similarity, large, computed, metric, scale, compute, outperforms, nearest]
Hyper-Class Augmented and Regularized Deep Learning for Fine-Grained Image Classification
Xie, Saining, Yang, Tianbao, Wang, Xiaoyu, Lin, Yuanqing
Xie, Saining, Yang, Tianbao, Wang, Xiaoyu, Lin, Yuanqing
[learning, vision, dataset, car, labeled, annotated, search, visual, dog, set, label, work, human, novel, baseline, probability, task, report] [deep, recognition, cnn, training, class, neural, performance, fgic, stanford, level, train, imagenet, network, auxiliary, convolutional, feature, improve, augmentation, baidu, table, multitask, accuracy, sharing, learn, generic, activation] [framework, object, propose, multiple, detection, success] [model, approach, pose] [data, proposed, augmented, regularization, number, regularized, easily, method, denote, note, exploiting] [computer, conference, ieee, pattern, international, figure, small, high] [image, large, inherent, view, variance, well]
Direct Structure Estimation for 3D Reconstruction
Jiang, Nianjuan, Lin, Daniel, Do, Minh N., Lu, Jiangbo
Jiang, Nianjuan, Lin, Daniel, Do, Minh N., Lu, Jiangbo
[system, set, work, example] [level, global, triplet, better, performance] [forward, three, multiple, average, behavior] [structure, scene, sfm, error, pose, estimation, point, depth, reconstruction, rigid, body, approach, single] [algorithm, constraint, number, proposed, computation, induced, outlier, euclidean, method, denote, data, general, problem, solution, third] [relative, camera, motion, homography, translation, noise, dse, plane, sideway, ratio, planar, rotation, cerr, figure, estimate, rigidity, equation, homographies, direction, simple, robust, rerr, exif, directly, recover, uncalibrated, calibrated, direct, ieee, recovered, inliers] [view, image, computed, well, compute, scheme, distance, good, pair, transformation]
Global Supervised Descent Method
Xiong, Xuehan, De la Torre, Fernando
Xiong, Xuehan, De la Torre, Fernando
[vision, set, strategy, dataset, supervised, labeled, subset, active, work, domain, evaluation, learning, positive] [training, feature, previous, global, generic, performance, learns, recognition, standard, context] [tracking, partition, three, object, based, appearance, track, average, state, policy] [sdm, face, gsdm, descent, facial, shape, model, extrinsic, alignment, pose, error, landmark, recorded, posit, dhd, single, nls, ceh, estimation, xiong] [parameter, optimization, function, data, method, nonlinear, matrix, space, exists, proposed, algorithm, number, minimizing, case, extended, condition, order, iteration, hessian, kernel] [computer, camera, pattern, calibration, figure, rotation, simple] [local, image, gradient, large]
Robust Camera Location Estimation by Convex Programming
Ozyesil, Onur, Singer, Amit
Ozyesil, Onur, Singer, Amit
[set, existing, provided] [global, performance, table, accuracy] [partially, cost, eij, based] [estimation, location, rigid, structure, point, formation, bundle, provide, error, initial, robustness, adjustment, mij, program] [method, pairwise, problem, outlier, algorithm, convex, solution, corrupted, denote, formulation, exact, noiseless, consider, graph, studied, denotes, computational, linear, number, note, minimization, iteratively, reweighted] [camera, parallel, robust, lud, direction, motion, dij, solver, figure, sdr, recovery, rigidity, estimate, presence, theory, irls, measurement, ieee, maximally, accurate, nrmse, estimated, conference, maintain, sensor, ttot, tba, unique, realizability, small] [corresponding, large, computed, image, pca, compute]
Practical Robust Two-View Translation Estimation
Fredriksson, Johan, Larsson, Viktor, Olsson, Carl
Fredriksson, Johan, Larsson, Viktor, Olsson, Carl
[search, add, amount, work, vision, set] [table, size, unit] [branch, multiple, average, based, candidate] [point, triangle, approach, estimation, pose, allow] [bound, number, solution, ransac, bnb, problem, running, method, algorithm, lower, optimal, space, time, upper, bnbu, experiment, outlier, data, proposed, machine, random, simply, case, analysis, formulation, consider, guarantee] [translation, figure, computer, inliers, wedge, fredriksson, geometry, spherical, synthetic, camera, relative, paper, pattern, ieee, rotation, unique, solver, naive, sphere, ambiguous, completely] [image, pair, matching, inlier, large, contained, compute, compare, good, view, computing, outperforms, corresponding]
Learning From Massive Noisy Labeled Data for Image Classification
Xiao, Tong, Xia, Tian, Yang, Yi, Huang, Chang, Wang, Xiaogang
Xiao, Tong, Xia, Tian, Yang, Yi, Huang, Chang, Wang, Xiaogang
[noisy, label, learning, clean, dataset, labeled, confusing, massive, probability, clothing, windbreaker, set, mislabeled, correct, amount, test, visual, hoodie, latent, type, work, unlabeled, supervised, jacket, coat, knitwear, sweater, predict, share, hard, content] [training, deep, better, class, log, cnn, neural, cnns, train, convolutional, layer, accuracy, alexnet, pretrained, validation, size, table, imagenet] [surrounding, truth, based, framework, integrate, confusion, utilize] [model, ground, probabilistic, free, independent, predicts, posterior, wrong] [data, random, method, matrix, problem, proposed, optimal, distribution, theorem, row, number] [noise, figure, small, pure, simple] [image, true, upsampled, limited]
KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading
Das Gupta, Mithun, Srinivasa, Srinidhi, J., Madhukara, Antony, Meryl
Das Gupta, Mithun, Srinivasa, Srinidhi, J., Madhukara, Antony, Meryl
[label, expert, evaluation, set, task, work, generation] [feature, reported, size] [based, segmentation, hierarchical, score, generate, cost, merge, generated, segmenting, propose, hypothesis, segment, superpixels, swa, boundary, partially, truth, merging] [model, ground, represent, mixture] [clustering, proposed, method, algorithm, symmetric, number, note, analysis, data, mrf, cluster, graph, gaussian, denotes, random, markov, matrix, function, respect, exponential, convex, decomposition, machine] [pixel, skin, albedo, color, completely, shading, technique, figure, ieee, simple] [image, divergence, vitiligo, mncut, depigmented, disease, agglomerative, distance, region, well, bregman, missed, compare, depigmentation, patch, partial, area, similarity, neighborhood, local, comparison, weighted, clinical]
Robust Saliency Detection via Regularized Random Walks Ranking
Li, Changyang, Yuan, Yuchen, Cai, Weidong, Xia, Yong, Dagan Feng, David
Li, Changyang, Yuan, Yuchen, Cai, Weidong, Xia, Yong, Dagan Feng, David
[ranking, vision, visual, dataset, set, evaluation, process] [input, map, recognition, dir, performance] [saliency, boundary, background, detection, foreground, salient, erroneous, superpixel, recall, final, based, precision, object, seed, contrast, three, controlling, weight, calculate, pbo, wij, propose, sstep, superpixels, attention, seg] [estimation, model, step, approach, prior, fitting, ground, adjacent] [random, proposed, regularized, algorithm, method, matrix, graph, manifold, vector, element, analysis, defined] [figure, pattern, ieee, computer, conference, removal, color, second, blue, left, pixel] [image, comparison, pca, outperforms, major, remaining, region]
Weakly Supervised Semantic Segmentation for Social Images
Zhang, Wei, Zeng, Sheng, Wang, Dequan, Xue, Xiangyang
Zhang, Wei, Zeng, Sheng, Wang, Dequan, Xue, Xiangyang
[semantic, label, supervised, weakly, noisy, latent, visual, concept, dataset, learning, consistency, existing, conditional, labeled, annotated, probability, task] [cnn, training, feature, global, learn, contextual, fully, performance, convolutional, learned, pascal, network, extracted, accuracy, table, neural, comparable] [segmentation, superpixels, superpixel, object, lsc, correlation, background, multiple, based, overlap, appearance, framework, failure] [model, approach, potential, social, tree, joint, inference, challenging, adjacent, ground, building] [energy, pairwise, proposed, problem, quantization, random, algorithm, graph, vector, function, distribution, number, missing] [figure, sky, field] [image, spatial, comparison, large]
Image Specificity
Jas, Mainak, Parikh, Devi
Jas, Mainak, Parikh, Devi
[sentence, baseline, vision, description, visual, people, sim, predicted, predict, dataset, human, textual, automated, search, study, word, content, set, describing, describe, association, category, evaluation, specificity, automatically, beat, automatic, tend, learning, predicting, associated, memorability, generating, correlated, semantic] [recognition, training, train, better, neural] [target, correlation, multiple, average, object, score, measure, based] [approach, model, scene, described] [rank, number, note, computational, low] [conference, computer, ieee, figure, pattern, international, high] [image, similarity, query, reference, auto, computed, database, retrieval, variance, consistent]
A Multi-Plane Block-Coordinate Frank-Wolfe Algorithm for Training Structural SVMs With a Costly Max-Oracle
Shah, Neel, Kolmogorov, Vladimir, Lampert, Christoph H.
Shah, Neel, Kolmogorov, Vladimir, Lampert, Christoph H.
[set, learning, vision, automatic, prediction, work, semantic] [training, structured, max, stanford, size, stochastic] [structural, segmentation, making, mechanism] [current, step, earlier, term, rely] [algorithm, approximate, oracle, number, bcfw, working, vector, problem, runtime, convergence, iteration, optimization, dual, time, exact, call, objective, bound, parameter, lower, ssvm, solution, selection, criterion, arg, primal, pass, horseseg, linear, computationally, support, usps, optimal, data, solving, computational, faster, subgradient, suboptimality, respect, convex, function, graph, method, energy, ocr] [figure, plane, computer, requires, second, high] [image, compute, large, well, implementation]
Web-Scale Training for Face Identification
Taigman, Yaniv, Yang, Ming, Ranzato, Marc'Aurelio, Wolf, Lior
Taigman, Yaniv, Yang, Ming, Ranzato, Marc'Aurelio, Wolf, Lior
[set, learning, dataset, open, vision, transfer, closed, system, bootstrapping, link, datasets, labeled, randomly, baseline, task, protocol, perform, selected, domain, report] [representation, training, performance, recognition, deep, network, layer, trained, convolutional, accuracy, neural, dir, table, larger, input, feature, bottleneck, deepface, train, learn, softmax, architecture, better] [three, bootstrapped, based] [face, initial, single, model] [norm, order, linear, random, vector, method, compressed, data, number, lower, underlying, dimensionality, note, selection] [computer, figure, commercial, ieee, directly, measured, clear] [lfw, large, image, well, benchmark, gallery, scale, similarity, best, internal, unconstrained]
Dynamically Encoded Actions Based on Spacetime Saliency
Feichtenhofer, Christoph, Pinz, Axel, Wildes, Richard P.
Feichtenhofer, Christoph, Pinz, Axel, Wildes, Richard P.
[human, novel, dataset, evaluation, work, subset] [recognition, feature, pooling, performance, fisher, training, accuracy, table, svm, alternative, improve, hog, representation, standard] [action, saliency, idt, late, spacetime, spatiotemporal, measure, foreground, video, three, based, contrast, yield, oriented, superpixels, puppet, temporal, truth, employed, sequence, hof, catching, static, frame, mbh] [approach, capture, typically, step, ground, orientation] [energy, encoding, proposed, vector, normalized, fusion, sum, directional, gaussian, coding, number] [motion, figure, second, ball, frequency, presented, plane] [local, spatial, image, weighted, aggregation, dense, variance, applied, weighting, well, comparison, descriptor, large, distance, region, locally]
Three Viewpoints Toward Exemplar SVM
Kobayashi, Takumi
Kobayashi, Takumi
[positive, category, novel, vision, dataset, set, learning, irrelevant] [exemplar, svm, feature, negative, performance, margin, recognition, table, training, discriminative, smaller, hog, exsvm, apply, ensemble, larger, input, unit, svms] [object, target, detection, based, three, score, measure, multiple] [detected, scene, viewpoint, described] [sample, vector, method, proposed, original, number, formulation, parameter, support, regularization, linear, min, problem, case, note, kernel, computation, required, pass, matrix, manner, corresponds, simply, reduced, form] [computer, conference, pattern, ieee, second, lagrangian, small, international, figure] [similarity, transformation, applied, image, large, transform, distance, well, transformed]
Visual Recognition by Learning From Web Data: A Weakly Supervised Domain Generalization Approach
Niu, Li, Li, Wen, Xu, Dong
Niu, Li, Li, Wen, Xu, Dong
[domain, latent, learning, web, wsdg, bag, test, visual, mil, set, source, dataset, label, weakly, supervised, learnt, privileged, adaptation, unseen, textual, discovering, indicator, vision, work, proceedsing, existing, select, instance, introduce, kodak, european, ccv] [training, generalization, learn, class, recognition, svm, better, feature, max, effectiveness, testing, inspired, setting] [target, multiple, video, event, based, three, propose, integrated] [approach] [problem, method, data, machine, optimization, constraint, vector, dual, solve, kernel, form, sample, order, exploiting, proposed, function, denote, number, objective, cluster, formulation, optimal, min] [conference, computer, ieee, international, robust, pattern, noise] [image, corresponding, best, well]
Clustering of Static-Adaptive Correspondences for Deformable Object Tracking
Nebehay, Georg, Pflugfelder, Roman
Nebehay, Georg, Pflugfelder, Roman
[evaluation, dataset, set, identify] [output, performance, standard, global] [object, tracking, frame, employ, measure, success, based, static, bounding, tracker, adaptive, individual, interest, overlap, box, plot, recall, threshold, state, average, scm, multiple, art, candidate, cutoff, allowing, truth, tld] [model, approach, initial, current, ground] [clustering, method, order, algorithm, number, proposed, parameter, idea, pairwise, respect, computational, time, ransac, denotes] [figure, robust, estimating, estimate, motion, second, str, simple] [keypoints, matching, vojir, dissimilarity, keypoint, scale, geometric, match, transform, compute, correspondence, distance, rate, algorithmic, similarity, hough, computed, well, comparison, image, sgt, austrian, agglomerative, local]
Geo-Semantic Segmentation
Ardeshir, Shervin, Malcolm Collins-Sibley, Kofi, Shah, Mubarak
Ardeshir, Shervin, Malcolm Collins-Sibley, Kofi, Shah, Mubarak
[semantic, set, perform, vision, labeling, content, process, covered, probability] [accuracy, size, improvement, belonging, improve, performance, higher, recognition, smaller, extracted] [segmentation, score, segment, based, reliable, updated, overlap, segmenting, superpixels] [initial, building, reliability, itr, alignment, location, point, evaluated, misalignment, urban, geosemantic, aligning, gps, misaligned] [projection, iterative, method, matrix, random, number, iteration, ith, form, pairwise, proposed, fusion, graph, order, updating] [camera, computer, figure, high, conference, ieee, pattern, pixel, observed, color, total] [image, corresponding, street, computed, distance, transformation, similarity, comparing, view, database, large]
Towards Unified Depth and Semantic Prediction From a Single Image
Wang, Peng, Shen, Xiaohui, Lin, Zhe, Cohen, Scott, Price, Brian, Yuille, Alan L.
Wang, Peng, Shen, Xiaohui, Lin, Zhe, Cohen, Scott, Price, Brian, Yuille, Alan L.
[semantic, prediction, predicted, predict, consistency, set, label, learning] [global, cnn, map, jointly, trained, network, training, better, feature, learned, output, train, achieves, coarse, previous, loss, convolutional, parsing] [segment, segmentation, edge, object, hierarchical, framework, formulate, generate, appearance, bounding, propose, considering, truth] [depth, joint, inference, potential, ground, hcrf, scene, estimation, unary, single, model, infer, represent, canonical, nyu, neighboring, approach, quantitative, structure] [normalized, method, data, problem, consider, denote, regularize] [pixel, figure, vertical, absolute, relative, accurate, inside, center, balancing] [local, image, scale, geometric, limited, regressor, comparison, difference, large]
Towards Force Sensing From Vision: Observing Hand-Object Interactions to Infer Manipulation Forces
Pham, Tu-Hoa, Kheddar, Abderrahmane, Qammaz, Ammar, Argyros, Antonis A.
Pham, Tu-Hoa, Kheddar, Abderrahmane, Qammaz, Ammar, Argyros, Antonis A.
[human, vision, visual, learning, work, process, physical] [net, training, apply, learn, performance] [tracking, object, based, interaction, framework, individual] [force, hand, estimation, kinematics, manipulation, tactile, pose, grasp, mass, nominal, socp, single, approach, normal, manipulating, capture, differentiation, grasping, fsv, full, friction, anns, step, performed, fact, model, environment, body, control, challenging] [method, distribution, time, experimental, problem, consider, optimization, sum, data, gaussian] [contact, motion, ieee, estimate, observed, numerical, algebraic, computer, sensing, estimated, relative, acceleration, minimal, figure, cone, acm, camera, rotational, velocity] [internal, applied, compute, brain]
A MRF Shape Prior for Facade Parsing With Occlusions
Kozinski, Mateusz, Gadde, Raghudeep, Zagoruyko, Sergey, Obozinski, Guillaume, Marlet, Renaud
Kozinski, Mateusz, Gadde, Raghudeep, Zagoruyko, Sergey, Obozinski, Guillaume, Marlet, Renaud
[set, dataset, semantic, door, baseline] [class, parsing, performance, grammar, table, window, accuracy, neural, training, vegetation, raw] [segmentation, assigned, hierarchical, structural, allowed, complex] [facade, adjacency, shape, prior, adjacent, ecp, alignment, formalism, anc, neighboring, production, etrims, unary, irregular, split, model, textonboost, structure, artdeco, vertically, architectural] [algorithm, number, column, row, dual, encoding, method, energy, formulation, proposed, denote, linear, lower, optimal, respect, problem, element, random, pairwise, optimization, decomposition, primal] [pixel, pattern, vertical, horizontal, figure, component, simultaneous, result, sky] [image, grid, corresponding, recursive, hierarchy]
Probability Occupancy Maps for Occluded Depth Images
Bagautdinov, Timur, Fleuret, Francois, Fua, Pascal
Bagautdinov, Timur, Fleuret, Francois, Fua, Pascal
[people, report, set, introduce, probability, vision, learning, datasets, human, dataset, type, work] [acf, performance, detector, hidden, log, hog, rectangular, trained, map] [detection, object, threshold, background, overlap, precision, recall, tracking, target, truth, detecting, multiple, evidence, bounding, based, segmentation] [depth, ground, dpom, model, moda, generative, approach, rgb, location, kinect, single, occupancy, silhouette, point, occluding, occluded, unihall, scene, posterior, inference] [distribution, algorithm, euclidean, data] [pixel, presence, camera, plane, conference, estimate, observed, computer, figure, pattern, assume, small, observing, ieee] [image, corresponding, computing, large, compare]
Segment Based 3D Object Shape Priors
Karimi Mahabadi, Rabeeh, Hane, Christian, Pollefeys, Marc
Karimi Mahabadi, Rabeeh, Hane, Christian, Pollefeys, Marc
[semantic, label, example, vision, baseline, descriptive, describe, work, indicated, preference, foliage, set] [table, input, top, training, recognition, class, observe] [object, transition, segment, segmentation, multiple, based, cost, individual, strong] [shape, prior, free, smoothness, wulff, anisotropic, reconstruction, surface, depth, approach, ground, volumetric, term, occupied, voxel, naturally, single, disconnected, allows, split, tabletop, depicted, mesh, xij, normal, reconstruct] [convex, formulation, space, data, method, regularization, main, problem, optimization, order, proposed, fusion, inner, energy, idea] [computer, ieee, conference, pattern, figure, geometry, result, direction, international, spatially, inside, horizontal] [dense, splitting, large]
Shape-From-Template in Flatland
Gallardo, Mathias, Pizarro, Daniel, Bartoli, Adrien, Collins, Toby
Gallardo, Mathias, Pizarro, Daniel, Bartoli, Adrien, Collins, Toby
[embedding, category, study, work, introduce, instance, provided] [involves] [interval, based, three, consecutive] [shape, point, error, reconstruction, warp, depth, deformation, template, model, deformed, initialization, monocular, allows, normal, surface, sft, initial, curvature] [critical, solution, isometric, number, proposition, isometry, problem, function, curve, sign, method, data, analytical, constraint, convex, maximum, nonconvex, ode, bound, solved, mdh, exactly, theorem, equivalent, relaxation, flatland, order, linear, differential, projection, variable, space, consider] [equation, real, assume, relative, reprojection, second, figure, perspective, parametrization, embedded, synthetic, intersect, accurate, unique] [local, image, locally, change, distance]
Understanding Tools: Task-Oriented Object Modeling, Learning and Recognition
Zhu, Yixin, Zhao, Yibiao, Chun Zhu, Song
Zhu, Yixin, Zhao, Yibiao, Chun Zhu, Song
[human, tool, physical, affordance, learning, ranking, vision, imagined, parse, concept, demonstration, task, essential, understanding, work, set, stone, rational, cracking, hammer, causal, shovel, household, animal, imagining, automation, paint, nut, ability, pgs, selected, visual, natural, annotated] [recognition, representation, learned, top] [object, action, three, target, based, tracking, cognitive, detection, sequence, video, including, temporal, framework] [hand, pose, robotics, scene, represent, inference, inferred, reasoning, force] [algorithm, functional, basis, graph, choice, consider, number, space, science, sample, optimal] [computer, conference, ieee, international, figure, typical, red, assume, blue, produced] [best, image, area, spatial, represents]
Deep Roto-Translation Scattering for Object Classification
Oyallon, Edouard, Mallat, Stephane
Oyallon, Edouard, Mallat, Stephane
[supervised, unsupervised, learning, set, type] [network, deep, feature, training, layer, convolution, representation, caltech, convolutional, accuracy, class, neural, output, table, applying, size, computes, morlet, apply, cascade, build, larger, trained, pooling] [complex, object, performs, art, state, multiple] [prior, indexed, depth, rigid] [order, linear, orthogonal, data, gaussian, number, cifar, random, operator, algorithm, vector] [scattering, second, modulus, square, rotation, color, averaging, translation, removed, figure, angular, angle, small, computer, cascading] [image, wavelet, spatial, transform, computed, scale, geometric, invariant, dict, sift, separable, dictionary, stable, adapted, transforms, invariance, well]
Non-Rigid Registration of Images With Geometric and Photometric Deformation by Using Local Affine Fourier-Moment Matching
Su, Hong-Ren, Lai, Shang-Hong
Su, Hong-Ren, Lai, Shang-Hong
[dataset, relationship, associated, lin, example] [global, accuracy, feature, table, max, sliding, layer, map, increase] [target, edge, based, lab, cost, framework, hierarchical, propose, average, three, partitioning] [estimation, model, point, initial, smoothness, term, approach, step, depicted, challenging] [block, proposed, algorithm, method, minimizing, vector, matrix, function, problem, solved, order, energy, derive, parameter, denoted] [photometric, color, fourier, moment, estimate, translation, figure, estimated, lighting, spectrum, robust, real, second, illumination, camera, estimating] [image, registration, local, geometric, transform, fmm, matching, corresponding, reference, transforms, weighting, hierarchal, overlapping, voting, shen, similarity, large, zaragoza, deal, transformation, registering, transformed, histogram, sift, registered]
Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning
Hoffman, Judy, Pathak, Deepak, Darrell, Trevor, Saenko, Kate
Hoffman, Judy, Pathak, Deepak, Darrell, Trevor, Saenko, Kate
[labeled, weakly, learning, set, weak, category, positive, annotated, instance, mined, discovered, latent, visual, mil, label, domain, discovery, dataset, supervised, transfer, lsda, source, include, example, scoring] [representation, feature, auxiliary, training, detector, previous, learn, jointly, performance, cnn, train, standard, generic, top, learned, negative, convolutional, imagenet, neural, recognition, map, deep, table, effective, better, network] [detection, strong, object, bounding, box, multiple, precision, interest] [model, joint, initial, localization, initialization] [data, algorithm, optimize, optimization, method, space, problem, min, alternating] [figure, produce, equation] [image, large, outperforms, region, initializing, patch, well]
Deeply Learned Face Representations Are Sparse, Selective, and Robust
Sun, Yi, Wang, Xiaogang, Tang, Xiaoou
Sun, Yi, Wang, Xiaogang, Tang, Xiaoou
[attribute, learning, people, selected, evaluate, test] [neural, deep, identity, activation, net, recognition, accuracy, layer, feature, activated, training, performance, learned, neuron, convolutional, representation, higher, standard, supervisory, discriminative, hidden, combining, inhibitory, excited, constantly, compared, excitatory, belonging, extracted, achieve, achieved, dropout] [three, moderate, distinguish, youtube, entire] [face, single, joint, occluded, occlusion] [binary, sparsity, block, original, random, sparse, code, number] [figure, robust, high, half, second, red, left, paper] [lbp, lfw, best, bayesian, comparison, histogram, image, remaining, large, distance, partial]
Unsupervised Visual Alignment With Similarity Graphs
Shokrollahi Yancheshmeh, Fatemeh, Chen, Ke, Kamarainen, Joni-Kristian
Shokrollahi Yancheshmeh, Fatemeh, Chen, Ke, Kamarainen, Joni-Kristian
[visual, unsupervised, work, learning, set, manually, semantic, maximization, select, labeled, annotation] [feature, class, effective, imagenet, accuracy, achieved, table, representation, better] [object, seed, cost, based, measure, detection, bounding] [alignment, face, approach, manual, aligned, term] [graph, assignment, problem, method, algorithm, aij, matrix, approximation, number, function, space, solution, selection, optimization, computation, proposed, computational, form, solved, ransac, minimum, data] [figure, direct, generalized, avoid, distortion] [similarity, image, matching, good, geometric, transformation, congealing, dijkstra, spatial, ideal, centrality, fast, benchmark, large, stepwise, mst, best, lankinen, distance, local, huang, sift, moderately]
Video Anomaly Detection and Localization Using Hierarchical Feature Representation and Gaussian Process Regression
Cheng, Kai-Wen, Chen, Yie-Tarng, Fang, Wen-Hsien
Cheng, Kai-Wen, Chen, Yie-Tarng, Fang, Wen-Hsien
[test, process, learning, visual, dataset, set, semantic, unusual, datasets] [ensemble, global, training, log, feature, representation, learned, knn] [gpr, detection, anomaly, stc, based, interaction, stip, event, abnormal, interest, stips, ibc, nearby, video, likelihood, detect, junction, hierarchical, subway, structural, multiple, three, behavior, indicates, frame] [model, normal, regression, inference, template, detected, point] [sparse, method, gaussian, proposed, time, data, codebook, algorithm, matrix, function, computation, space, note, respect, computational, vector] [pattern, figure, ieee, quality, noise, handle, observed, motion] [local, dense, qmul, geometric, similarity, june, spatial, rate, integral, roc]
Inferring 3D Layout of Building Facades From a Single Image
Pan, Jiyan, Hebert, Martial, Kanade, Takeo
Pan, Jiyan, Hebert, Martial, Kanade, Takeo
[semantic, set, dataset, existing, understanding, soft, selected, green, validity, process] [map, crf, top] [candidate, score, three, based, interpretation, individual] [facade, orientation, ground, building, layout, nsi, depth, dsi, xsi, surface, approach, single, distinctive, scene, model, adjacent, dsj, nsj, reasoning, potential, estimation, coordinate, quantitative, occlusion, height, continuous, quad, horizon, urban, richer, qualitative, xsj] [algorithm, method, form, convex, row, space, note, proposed, constraint, optimal, number, pairwise] [figure, plane, vanishing, contact, equation, blue, camera, left, red, vertical, horizontal, recovering, planar] [image, geometric, region, compatibility, sampling, distance, illustrated]
Evaluation of Output Embeddings for Fine-Grained Image Classification
Akata, Zeynep, Reed, Scott, Walter, Daniel, Lee, Honglak, Schiele, Bernt
Akata, Zeynep, Reed, Scott, Walter, Daniel, Lee, Honglak, Schiele, Bernt
[embeddings, learning, embedding, text, unsupervised, awa, semantic, word, label, supervised, soa, sje, cub, wikipedia, corpus, bird, human, attribute, test, wordnet, highest, cmb, visual, labeled, ranking, unlabeled, evaluate, glove, prediction, appear, work, annotation, correspond, perform, goog, set] [output, input, class, combining, training, accuracy, structured, context, learn, deep, learned, build, improve, improves, table, performance, recognition, window, better, size, neural, cnn, network, convolutional, standard] [hierarchical, combination, framework, obtains, target, cost, multiple] [joint, model, continuous] [data, vector, binary, objective, method, number] [computer] [image, large, similarity, compatibility, best, vocabulary, hierarchy, distance]
Virtual View Networks for Object Reconstruction
Carreira, Joao, Kar, Abhishek, Tulsiani, Shubham, Malik, Jitendra
Carreira, Joao, Kar, Abhishek, Tulsiani, Shubham, Malik, Jitendra
[test, vision, collection, set, visual, work, prediction, semantic] [network, training, recognition, class, deep, feature, pascal, better, additional, convolutional, neural, voc] [object, target, multiple, segmentation, based, propose, truth, detection] [reconstruction, shape, viewpoint, alignment, pose, single, structure, rigid, sfm, ground, point, align, extrapolated, mirrored, reconstruct] [factorization, euclidean, data, analysis, missing, proposed, machine, matrix, algorithm, method] [computer, ieee, pattern, conference, synthetic, figure, motion, robust, accurate, international, assume, inliers, assuming, reconstructed, observation] [image, matching, nearest, virtual, distance, neighbor, keypoints, grid, view, docking, dense, vvn, compute, computed, sift, large]
Real-Time Coarse-to-Fine Topologically Preserving Segmentation
Yao, Jian, Boben, Marko, Fidler, Sanja, Urtasun, Raquel
Yao, Jian, Boben, Marko, Fidler, Sanja, Urtasun, Raquel
[set, work, labeling, unsupervised, test] [level, better, coarse, build, accuracy] [boundary, superpixels, segmentation, slic, superpixel, spss, recall, crd, crds, propose, truth, crdspb] [approach, slanted, estimation, monocular, position, kitti, joint, error, single, noc, term, typically, occlusion, initial, queue, sgm, crdsp] [number, energy, algorithm, optimization, block, initialize, note, time, order, function, method, form, problem, regularization, computation, minimum, csp] [stereo, plane, disparity, figure, color, pixel, robust, result, speed, technique, corrected] [image, well, list, regular, compute, super, magnitude, priority, outperforms, matching, comparison, compare, undersegmentation, etotal]
Supervised Mid-Level Features for Word Image Representation
Gordo, Albert
Gordo, Albert
[word, character, text, learning, label, annotated, supervised, semantic, encode, atts, visual, dataset, lexicon, set, work, char, perform, midlevel, describe, localizing, spotting, test, correlated, embedding, bbi] [global, training, recognition, representation, fisher, learn, testing, fvs, standard, accuracy, pyramid, deep, level, discriminative, table] [bounding, based, extract, individual, box, framework, propose] [approach, scene, project] [block, dimensionality, space, svt, proposed, projection, normalized, explicitly] [small, produce, figure, second] [image, sift, spatial, retrieval, compute, construct, region, sampled, aggregated, local, densely, aggregate, normalization, computing, best]
Learning Lightness From Human Judgement on Relative Reflectance
Narihira, Takuya, Maire, Michael, Yu, Stella X.
Narihira, Takuya, Maire, Michael, Yu, Stella X.
[human, dataset, vision, work, set] [crf, cnn, feature, neural, performance, global, training, convolutional, deep, layer, learn, representation, log, perceived, learned, network, input, output, trained] [hierarchical, multiple] [model, approach, potential, point, error, cij] [sparse, pairwise, coding, linear, decomposition, vector, solution, method, data, note, function, algorithm, order, machine, denotes, encoding] [figure, intrinsic, relative, intensity, computer, conference, pattern, ieee, illumination, shading, direct, total, pixel, recovering, directly] [lightness, image, patch, hsc, local, query, jij, iiw, judgement, difference, rate, well, large, dense, darker, initialized, benchmark, dictionary, implementation]
Scene Classification With Semantic Fisher Vectors
Dixit, Mandar, Chen, Si, Gao, Dashan, Rasiwasia, Nikhil, Vasconcelos, Nuno
Dixit, Mandar, Chen, Si, Gao, Dashan, Rasiwasia, Nikhil, Vasconcelos, Nuno
[semantic, embedding, natural, probability, semantics, vision, visual, sun, bag, embeddings, learning] [cnn, fisher, imagenet, feature, bos, convolutional, representation, extracted, mit, layer, recognition, retinotopic, table, multinomial, bof, log, network, class, trained, fully, performance, neural, global, better, indirect, implemented, highly, effective, map, connected, architecture, learned, smn] [object, based, localized] [scene, indoor, mixture, posterior, modeling] [space, vector, mapping, parameter, euclidean, denoted, encoding, linear, distribution, gaussian, dimensional, proposed, projection, problem] [figure, computer, ieee, conference, pattern, directly, direct] [image, patch, local, implementation, comparison, invariant, discriminant, invariance, best, pca, scale]
Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks
Lin, Xiao, Parikh, Devi
Lin, Xiao, Parikh, Devi
[visual, common, sense, fitb, text, human, knowledge, dataset, textual, learning, baseline, understanding, answering, task, clipart, word, description, question, mike, semantic, jenny, describe, learnt, people, describing, test, oij, default, abstract, example, answer, mentioned, vision, evaluate, attribute, language, paraphrasing, generating, study, factual, generation, lpw, set, wrxyd] [performance, learn, training, representation, recognition, input, log] [object, generated, extract, generate, truth, average, three] [scene, approach, model, reasoning, ground, capture, described] [data, solve, base, random] [figure, relative, presence, second, mode] [image, corresponding, pair, well, leveraging]
Co-Saliency Detection via Looking Deep and Wide
Zhang, Dingwen, Han, Junwei, Li, Chao, Wang, Jingdong
Zhang, Dingwen, Han, Junwei, Li, Chao, Wang, Jingdong
[common, transfer, consistency, learning, msrc, dataset, existing, agreement, visual, set, evaluation, unsupervised, visually] [deep, performance, cnn, feature, map, explore, extracted, rbm, table, compared, global, additional, convolutional] [detection, object, saliency, group, spi, based, background, framework, foreground, salient, superpixels, ops, propose, multiple, suppress, video, segmentation, cshs, icoseg, superpixel, generated, recall, extract, contrast, three, candidate] [approach, capture, model, represent, current] [proposed, cluster, order, solve, algorithm, method, effectively, experimental, defined] [figure, ieee, color] [image, wide, similarity, region, bayesian]
Adopting an Unconstrained Ray Model in Light-Field Cameras for 3D Shape Reconstruction
Bergamasco, Filippo, Albarelli, Andrea, Cosmo, Luca, Torsello, Andrea, Rodola, Emanuele, Cremers, Daniel
Bergamasco, Filippo, Albarelli, Andrea, Cosmo, Luca, Torsello, Andrea, Rodola, Emanuele, Cremers, Daniel
[vision, set, process, work, common] [level, recognition, feature, standard, accuracy, global, capturing, fully] [target, behavior] [model, point, error, reconstruction, surface, estimation, rigid, performed, single, full, procedure] [code, coding, method, number, optimization, problem, proposed, distribution, order, main, adopted, ransac, space] [calibration, camera, ray, imaging, computer, figure, light, interpolation, ieee, plenoptic, zoom, conference, observed, sensor, pattern, microlens, parametric, paper, motion, plane, lytro, triangulation, maxzoom, pinhole, monitor, phase, calibrated, accurate, detail, horizontal, pixel, rotation, rms, adopt, result, captured, acm, international, high, axis, recovery, squared, white, translation] [image, dense, large, well, view, applied]
Towards 3D Object Detection With Bimodal Deep Boltzmann Machines Over RGBD Imagery
Liu, Wei, Ji, Rongrong, Li, Shaozi
Liu, Wei, Ji, Rongrong, Li, Shaozi
[learning, positive, dataset, semantic, labeled, labeling, existing, domain, set, focus, hard, label, european, task, evaluate] [bimodal, training, representation, hidden, feature, deep, raw, train, sliding, detector, layer, stochastic, trained, negative, input, learn, testing, wjl, imagenet, performance, exemplar, pretrained] [detection, object, bounding, based, truth, box, precision, average, framework, extract, score] [rgbd, depth, dbm, rgb, point, model, joint, boltzmann, ground, cloud, rmrc, visible, cad, fused, scene, single, performed, modeling] [data, proposed, binary, energy, gaussian, space] [figure, computer, conference, international, ieee, pattern] [image, reference, corresponding, well, leveraged]
An Active Search Strategy for Efficient Object Class Detection
Gonzalez-Garcia, Abel, Vezhnevets, Alexander, Ferrari, Vittorio
Gonzalez-Garcia, Abel, Vezhnevets, Alexander, Ferrari, Vittorio
[search, set, evaluating, test, strategy, learning, evaluate, visual, work, active, car, dataset] [window, context, training, belief, extractor, pascal, map, cnn, performance, uva, detector, van, fewer, convolutional, sliding, input, deep, train, subsampling, hyperparameters, decision, highly, actual] [object, detection, score, based, appearance, multiple, average, proposal, node] [force, location, forest, approach, challenging, point, model, cluttered] [method, random, number, runtime, effectively, kernel, reduces] [observation, figure, observed, relative, observing, high, ieee, small] [image, displacement, distance, internal, large, overhead]
Geodesic Exponential Kernels: When Curvature and Linearity Conflict
Feragen, Aasa, Lauze, Francois, Hauberg, Soren
Feragen, Aasa, Lauze, Francois, Hauberg, Soren
[positive, vision, learning, popular, example, sense, cat, embedding, processing] [negative, fisher, recognition, neural, table] [path, shortest, based, framework] [curvature, triangle, point, shape, continuous, model, structure] [geodesic, kernel, riemannian, space, gaussian, data, theorem, euclidean, laplacian, manifold, cnd, machine, exponential, sectional, hilbert, general, main, linear, respect, analysis, consider, isometric, journal, proof, prove, hyperbolic, mathematical, isometrically, inner, grassmann, laplace, vector, tangent, mapping, diffusion, form, implies, graph, spectral] [computer, conference, ieee, chordal, intrinsic, pattern, geometry, embedded, international, classical, radial, result, straight, generally, assume, figure] [metric, distance, corresponding, image, comparison, statistical, geometric]
Transformation-Invariant Convolutional Jungles
Laptev, Dmitry, Buhmann, Joachim M.
Laptev, Dmitry, Buhmann, Joachim M.
[dataset, set, learning, vision, select, task, include, selected] [feature, convolutional, training, recognition, neural, decision, class, neuronal, size, learn, performance, learned, trained, better, global, layer, train, generalization, achieve, ensemble, max, width, accuracy, identity] [segmentation, incorporate, art, state, propose, object] [allows, face, prior, split] [algorithm, maximum, method, proposed, regularization, consider, data, clustering, original, parameter, number, optimization, idea, yale, machine, lemma, main, kernel, case] [computer, pixel, ieee, conference, pattern, presented, figure, paper] [image, ticj, transformation, local, large, tict, considered, applied, discussed, includes, gradient, transformed]
Exemplar SVMs as Visual Feature Encoders
Zepeda, Joaquin, Perez, Patrick
Zepeda, Joaquin, Perez, Patrick
[set, positive, vision, learning, visual, dataset, search, european, distractor, evaluate, work, task, system, baseline] [feature, exemplar, negative, generic, map, performance, fisher, sgd, cnn, deep, svms, pool, convolutional, size, extracted, learned, neural, improvement, svm, table, representation, training, generalization, larger] [based, object, propose, average, precision] [approach, single] [encoding, number, proposed, method, vector, linear, base, machine, kernel, close, function, order, analysis] [computer, pattern, relative, conference, international, figure, ieee] [image, local, large, retrieval, encoder, query, recursive, vlad, oxford, scale, consists, computed, well]
Object Scene Flow for Autonomous Vehicles
Menze, Moritz, Geiger, Andreas
Menze, Moritz, Geiger, Andreas
[vision, dataset, evaluation, set, european, novel, leverage, annotated, associated, existing] [recognition, performance, table, map, advantage] [object, moving, superpixel, dynamic, truth, superpixels, combination, static, background] [scene, model, kitti, ground, rigid, estimation, cad, term, unary, sgm, error, quantitative, point, provide, supplementary, body, depth, challenging, realistic, occ, rigidly, shape, qualitative, autonomous] [number, method, proposed, data, respect, sparse, machine, analysis, denotes, optimization, journal, intelligence] [motion, stereo, optical, computer, disparity, ieee, pattern, international, plane, pixel, flow, small, laser, camera, accurate, synthetic] [well, image, dense, matching, benchmark, reference, variational, pair, corresponding]
Reflectance Hashing for Material Recognition
Zhang, Hang, Dana, Kristin, Nishino, Ko
Zhang, Hang, Dana, Kristin, Nishino, Ko
[vision, set, embedding, learner, learning, selected, novel, processing, automotive, paint, wood, visual] [recognition, feature, boosting, training, class, discriminative, performance, neural, size, response] [appearance, recognizing, spot, framework] [surface, approach, mirror, point, single, scene, error, joint, layout, provide] [binary, hashing, method, number, function, machine, hash, space, spectral, compact, analysis] [material, figure, computer, texton, disk, conference, ieee, glossy, pattern, angular, illumination, camera, metal, viewing, paper, parabolic, measurement, light, rubber, international, pixel, angle, high, optical, feather, ceramic, brdf] [image, rate, textons, texture, spatial, nearest, gradient, illustrated, distance, region, characteristic, textured, variation, change, database]
Joint Photo Stream and Blog Post Summarization and Exploration
Kim, Gunhee, Moon, Seungwhan, Sigal, Leonid
Kim, Gunhee, Moon, Seungwhan, Sigal, Leonid
[photo, blog, summarization, text, set, stream, semantic, associated, summary, disney, help, latent, ranking, attraction, subset, include, disneyland, knowledge, titling, visual, work, automatic, representative, task, test, selected, entity, randomly, perform] [svm, size, table, stochastic, jointly, training, feature, better, top, build, achieve] [consecutive, key, based, sequence, generate, online, three, indicates, score] [alignment, joint, approach, localization, initial, adjacency, location] [algorithm, method, number, data, constraint, matrix, vector, optimization] [interpolation, estimated, figure] [image, large, similarity, query, pair, comparison, named, choose, list, best]
Video Summarization by Learning Submodular Mixtures of Objectives
Gygli, Michael, Grabner, Helmut, Van Gool, Luc
Gygli, Michael, Grabner, Helmut, Van Gool, Luc
[summary, summarization, learning, dataset, set, user, interestingness, select, predict, web, text, representative, representativeness, evaluation, document, existing, maximization, visual, subset, create, automatically, interesting, domain, hard, task, evaluate, prediction, type, created, annotated] [learn, max, training, previous, input, deep, compared, global, follow, jointly, trained, structured, performance, optimizes, version] [video, multiple, score, segment, egocentric, short, temporal, based, frame, cost, event, generated, longer, recall, uniformity, propose] [approach, inference] [submodular, method, objective, order, function, optimize, solution, greedy, data, selection, optimizing, algorithm, problem, approximation, marginal, optimal, optimized, arg, optimization] [uniform, acm, length] [reference, well, good, image, best]
Learning Descriptors for Object Recognition and 3D Pose Estimation
Wohlhart, Paul, Lepetit, Vincent
Wohlhart, Paul, Lepetit, Vincent
[set, learning, test, vision, evaluation, dataset, search, work, perform, add, evaluate, representative] [training, hog, recognition, input, train, network, cnn, performance, accuracy, output, learn, fully, class, discriminative, convolutional, neural] [object, detection, cost] [pose, depth, template, rgb, approach, estimation, error, rely, capture, term] [data, method, euclidean, sample, machine, analysis, consider, number, scalable] [computer, conference, pattern, figure, small, ieee, angle, length, ratio, synthetic] [descriptor, linemod, distance, image, similarity, nearest, closest, neighbor, large, dissimilar, corresponding, rate, pair, compute, applied, best, implementation, gradient, mapped, metric, well, ltriplets]
Image Partitioning Into Convex Polygons
Duan, Liuyun, Lafarge, Florent
Duan, Liuyun, Lafarge, Florent
[domain, process, create, knowledge, work, set, strategy] [size, input] [partition, superpixel, boundary, three, partitioning, detection, superpixels, segmentation, memory, recall, slic, object, extraction, propose, seed, anchoring] [shape, point, adjacency, adjacent, procedure, detected, typically, capture, structure, allows] [algorithm, convex, graph, diagram, running, main, number, problem, method, note, low, time, parameter] [figure, quality, pixel, homogeneous] [geometric, voronoi, image, region, spatial, sampling, compactness, large, well, contrary, distance, local, radius, scale, fast, illustrated, consists, consolidation, positioning, bring, undersegmentation, satellite, positioned, atomic, matching]
Deep Visual-Semantic Alignments for Generating Image Descriptions
Karpathy, Andrej, Fei-Fei, Li
Karpathy, Andrej, Fei-Fei, Li
[word, sentence, set, multimodal, visual, language, test, text, ranking, generating, work, evaluation, mscoco, learning, embedding, example, description, dataset, karpathy, describe, goal, natural, novel, datasets, annotation, aligns] [neural, rnn, recurrent, network, training, arxiv, preprint, context, brnn, size, input, learn, representation, performance, table, trained, convolutional, powerful, deep, previous, cnn, challenge] [generate, based, score, bounding, sequence, generated, object] [model, full, approach, alignment, single, tree, scene, generative] [dependency, function, data, vector, consider, note, time, method, space] [figure, generates, developed] [image, region, retrieval, outperforms, compute, large]
Unsupervised Learning of Complex Articulated Kinematic Structures Combining Motion and Skeleton Information
Jin Chang, Hyung, Demiris, Yiannis
Jin Chang, Hyung, Demiris, Yiannis
[learning, generation, human, description, set, novel, dataset, entropy] [feature, highly, smoothing, margin, performance, input, recognition] [skeleton, object, boundary, segmentation, complex, based, segment, cost, generated, target, merging, framework, generate, centre, factorisation, robot, adaptive, detection] [articulated, structure, kinematic, estimation, body, icub, point, error, skeletal, silhouette, approach, hand, shape, prior, rigid, ground, single] [method, number, function, proposed, kernel, data, iterative, parameter, sparse, sample, algorithm, minimum, vector, order, support, geodesic, analysis, journal, baxter, topological, iteration, yan, ransac] [motion, figure, estimated, estimate, computer, pattern, international, ieee, small] [distance, arm, good, randomized, voting, image]
Elastic Functional Coding of Human Actions: From Vector-Fields to Latent Variables
Anirudh, Rushil, Turaga, Pavan, Su, Jingyong, Srivastava, Anuj
Anirudh, Rushil, Turaga, Pavan, Su, Jingyong, Srivastava, Anuj
[human, dataset, latent, set, embedding, work, learning, diverse, perform, datasets, search] [recognition, representation, feature, learn, identity] [action, sequence, group, trajectory, skeleton] [shape, skeletal, point, joint, reconstruction, performed, provide] [space, dimensional, manifold, mfpca, riemannian, lower, analysis, product, tangent, data, lie, tsrvf, principal, grassmann, original, proposed, low, matrix, geodesic, functional, time, vector, variable, dimensionality, utkinect, exponential, euclidean, dimension, decay, linear, reduction, function, nonlinear, element, coding, eigenvalue, representational, orthogonal] [high, relative, warping, component, ieee, transport, figure, velocity, pattern] [invariant, distance, sampling, pca, metric, applied, demonstrate]
Show and Tell: A Neural Image Caption Generator
Vinyals, Oriol, Toshev, Alexander, Bengio, Samy, Erhan, Dumitru
Vinyals, Oriol, Toshev, Alexander, Bengio, Samy, Erhan, Dumitru
[word, description, language, sentence, human, bleu, set, natural, datasets, report, nic, ranking, evaluation, visual, work, generation, vision, task, learning, mscoco, embeddings, embedding, system, text, generating, transfer, dataset, describing, test, example, sbu, probability, flickr, novel, evaluating] [training, neural, lstm, input, recurrent, trained, size, network, rnn, table, gate, log, cnn, deep, pascal, better, performance, output, advantage, fed, convolutional, representation] [generated, memory, generate, score, sequence, based, likelihood] [model, approach, current, provide] [data, machine, time, case, number] [translation, figure, computer, generates, quality] [image, well, large, best, cell, metric]
Descriptor Free Visual Indoor Localization With Line Segments
Micusik, Branislav, Wildenauer, Horst
Micusik, Branislav, Wildenauer, Horst
[set, strategy, visual, search, surveillance, concept, novel, evaluating, baseline] [standard, map, contour, compared, effective, representation] [cost, segment, edge, three, interest, localized, detection] [localization, point, model, indoor, pose, approach, chamfer, template, allows, alignment, location, estimation, orientation, discrete, reconstruction, scene, building, idte, tilt, ground, error, aligning, structure, pointbased, queue] [proposed, method, problem, number, algorithm, computation, roll, sum] [camera, figure, vanishing, naive, angle, focal, estimated, radial, length, mobile, blue] [image, query, matching, virtual, best, sampled, integral, large, distance, fast, view, well, descriptor, limited, applied]
Fixation Bank: Learning to Reweight Fixation Candidates
Zhao, Jiaping, Siagian, Christian, Itti, Laurent
Zhao, Jiaping, Siagian, Christian, Itti, Laurent
[visual, test, positive, human, selected, set, correlated, green, learning] [feature, map, channel, negative, training, fixation, learn, raw, extracted, representation, build, contextual] [blob, saliency, bank, decomposed, group, auc, weight, diem, dynamic, video, blocked, eye, crcns, making, frame, attention, static, density, judd, decompose, ciom, including, based, reweight] [model, gaze, scene, reconstruction, regression, location, approach] [data, gaussian, block, algorithm, column, lasso, linear, reweighting, method, sum, problem, journal, row, sample, decomposition, number, case] [figure, motion] [dictionary, peak, local, image, spatial, outperforms, weighting, weighted, reference, gap]
Deep Networks for Saliency Detection via Local Estimation and Global Search
Wang, Lijun, Lu, Huchuan, Ruan, Xiang, Yang, Ming-Hsuan
Wang, Lijun, Lu, Huchuan, Ruan, Xiang, Yang, Ming-Hsuan
[set, search, label, learning, visual, svo, predict] [global, feature, training, deep, map, network, accuracy, neural, input, convolutional, dnns, level, generic, table, trained, size, layer] [saliency, object, salient, candidate, detection, based, contrast, background, score, generated, foreground, complex, coverage, detect, boundary, propose, truth, objectness, precision, wctr, entire, recall, drfi, hdct, hrgb, three, overlap, ufo, generate] [estimation, rgb, ground, model, scene, mae, shape] [data, method, proposed, low, distribution, vector, number] [figure, color, high, pixel] [local, image, region, well, geometric, rate, patch, spatial, pca]
Reflection Removal Using Ghosting Cues
Shih, YiChang, Krishnan, Dilip, Durand, Fredo, Freeman, William T.
Shih, YiChang, Krishnan, Dilip, Durand, Fredo, Freeman, William T.
[vision, work, example, natural, side, user, automatic, set, include] [layer, input, recognition, factor, convolution, map] [truth, multiple, based, generated, cost] [model, ground, prior, volume, single, mixture, scene] [gmm, method, kernel, algorithm, shifted, optimization, analysis, solve, data, energy, gaussian, sparsity, decomposition, problem, product, machine] [ghosting, transmission, glass, figure, recovered, ieee, separation, computer, camera, conference, pattern, attenuation, light, separating, relative, ghosted, synthetic, shift, angle, incident, requires, removal, pane, transparent, estimate, attenuated, autocorrelation, assume, equation, international, ratio, supplemental, sin, pixel, imaging] [image, patch, local, spatial, gradient, distance, pair, corner]
A Dataset for Movie Description
Rohrbach, Anna, Rohrbach, Marcus, Tandon, Niket, Schiele, Bernt
Rohrbach, Anna, Rohrbach, Marcus, Tandon, Niket, Schiele, Bernt
[movie, description, semantic, visual, vision, audio, corpus, dataset, sentence, linguistics, smt, association, human, natural, language, script, verbnet, learning, datasets, work, open, automatic, sense, annotated, manually, word, european, evaluation, text, meeting, novel, annual, describing, generating, wsd, verb, select, discussion, understand, source, automatically] [recognition, table, parsing, neural, performance, representation] [video, extract, role, object, multiple] [approach, aligned, alignment, provide, rely, align, scene, manual, model] [computational, data, method, number, proposed, time] [conference, computer, ieee, international, pattern, parallel, translation, total, length] [image, large, nearest, compare, comparing]
Fast and Robust Hand Tracking Using Detection-Guided Optimization
Sridhar, Srinath, Mueller, Franziska, Oulasvirta, Antti, Theobalt, Christian
Sridhar, Srinath, Mueller, Franziska, Oulasvirta, Antti, Theobalt, Christian
[strategy, work, novel, set, evaluation, human] [representation, input, decision, discriminative, previous, accuracy, global, jitter] [tracking, measure, evidence, late, based, skeleton, complex, average, detection, rapid, particle] [depth, hand, pose, model, error, mixture, term, approach, estimation, iccv, joint, generative, single, fps, markerless, collision, capture, qualitative, esim, full, realtime, surface, articulated, leap, represent, projected, analytic, dpq, interacting] [gaussian, method, optimization, data, energy, gaussians, number, penalty, fusion, proposed, time, random] [figure, motion, camera, high, equation, robust, varying, second] [similarity, fast, image, best, local, large, cvpr, computed]
Efficient SDP Inference for Fully-Connected CRFs Based on Low-Rank Decomposition
Wang, Peng, Shen, Chunhua, van den Hengel, Anton
Wang, Peng, Shen, Chunhua, van den Hengel, Anton
[positive, set, label, work] [map, feature, table, crf, input, standard, neural, achieves, convolution] [segmentation, based, memory, cost] [approach, inference, estimation, evaluated, unary, performed] [method, approximation, matrix, energy, product, sdp, problem, kernel, sdcut, proposed, function, pairwise, computational, crfs, algorithm, gaussian, linear, number, random, sdlr, expressed, rank, dual, optimal, complexity, note, solution, vector, relaxation, objective, iteration, original, binary, denotes, rounding, exp, requirement, symmetric, lower, minimization, approximate, faster, lanczos, solve, column, quadratic, general, computation, solves] [ieee, speed, pixel, pattern, accurate] [image, corresponding, compatibility, applied, fast, local, best]
Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution
Zuo, Wangmeng, Ren, Dongwei, Gu, Shuhang, Lin, Liang, Zhang, Lei
Zuo, Wangmeng, Ren, Dongwei, Gu, Shuhang, Lin, Liang, Zhang, Lei
[sun, dataset, learning, set, latent, natural, visually, work] [learned, training, learn, discriminative, map, table, better, compared, designed] [based, three, edge, strong, success, updated, threshold, making] [error, prior, estimation, model, quantitative] [method, kernel, algorithm, min, proposed, updating, alternating, parameter, adopted, minimization, time, regularization, function, shrinkage, sparse, constraint, operator, solution, iteration, running, solve, sparsity, regularizers] [blind, blur, deconvolution, figure, ratio, deblurring, gst, levin, jia, blurry, real, synthetic, cho, ieee, krishnan, competing, lee, adopt, estimated, axiter, total, estimate, directly, small, desired, deblurred] [image, gradient, applied, patch, initialized, comparison, fast]
Eye Tracking Assisted Extraction of Attentionally Important Objects From Videos
Shanmuga Vadivel, Karthikeyan, Ngo, Thuyen, Eckstein, Miguel, Manjunath, B.S.
Shanmuga Vadivel, Karthikeyan, Ngo, Thuyen, Eckstein, Miguel, Manjunath, B.S.
[visual, example, work, set, dataset, vision, active, search, novel] [extracted, performance, recognition] [object, eye, tracking, video, extraction, multiple, bounding, extract, attention, segmentation, truth, based, sequence, cost, ijf, box, utilize, framework, track, frame, tracklets, temporal, viewed, interest, score, objectness, attract, moving, tracklet, propose, salient, localize, precision, pursuit, recall, saliency, three] [ground, approach, single, dominant, represent, scene, prior, xij, provide] [proposed, data, algorithm, graph, number, constraint, row, linear, analysis, note, notice, machine] [computer, ieee, conference, optical, pattern, figure, motion, smooth, international] [spatial, best, image, guided, representing]
Multi-View Feature Engineering and Learning
Dong, Jingming, Karianakis, Nikolaos, Davis, Damek, Hernandez, Joshua, Balzer, Jonathan, Soatto, Stefano
Dong, Jingming, Karianakis, Nikolaos, Davis, Damek, Hernandez, Joshua, Balzer, Jonathan, Soatto, Stefano
[vision, test, learning, probability, evaluation, instance, predicted] [training, performance, feature, representation, better, hog, detector, accuracy] [multiple, object, density, group] [scene, reconstruction, point, orientation, surface, single, ground, viewpoint, model, step, joint, shape] [approximation, function, sample, number, distribution, machine, random, complexity, respect, analysis, dependency, approximate, time] [computer, ieee, pattern, conference, excitation, planar, real, requires, synthetic, parallel, translation, intrinsic, plane, minimal] [image, descriptor, spatial, ideal, local, nuisance, computed, daisy, dense, surf, variability, gradient, correspondence, compute, marginalized, compare, marginalization, distance, invariant, sampling, aggregation, scale, area, histogram]
Self Scaled Regularized Robust Regression
Wang, Yin, Dicle, Caglayan, Sznaier, Mario, Camps, Octavia
Wang, Yin, Dicle, Caglayan, Sznaier, Mario, Camps, Octavia
[set, subject, existing, randomly, exploit] [performance, additional, table] [leading, sequence] [regression, error, model, face, approach, estimation, evaluated] [problem, data, proposed, number, vector, regularized, convex, algorithm, linear, outlier, scaled, bound, formulation, matlab, solution, optimization, ransac, random, case, time, original, scaling, matrix, theorem, bprr, exact, lmeds, method, bsrr, analysis, gross, equivalent, noiseless, relaxation, corrupted, main, min, note, mlesac, tractable, crpca, solve, msac, denote, consider, extra, sample] [robust, inliers, recovery, synthetic, computer, noise, figure, ieee, rms, real, presence] [inlier, image, best, corresponding, true]
Simultaneous Feature Learning and Hash Coding With Deep Neural Networks
Lai, Hanjiang, Pan, Yan, Liu, Ye, Yan, Shuicheng
Lai, Hanjiang, Pan, Yan, Liu, Ye, Yan, Shuicheng
[learning, supervised, ranking, returned, search, unsupervised, existing, visual, vision] [input, convolution, deep, architecture, shared, triplet, cnnh, alternative, loss, module, training, top, feature, output, table, representation, designed, size, intermediate, layer, neural, learn, map, sigmoid, encoded, learned, network, class, stage] [precision, three, based, threshold, propose, generate, multiple] [independent] [hash, proposed, hashing, binary, method, hamming, data, number, function, approximate, code, quantization, form, vector, machine, lsh, coding, mlh] [figure, conference, relative, ieee, international, computer, pattern] [image, comparison, preserve, corresponding]
MatchNet: Unifying Feature and Metric Learning for Patch-Based Matching
Han, Xufeng, Leung, Thomas, Jia, Yangqing, Sukthankar, Rahul, Berg, Alexander C.
Han, Xufeng, Leung, Thomas, Jia, Yangqing, Sukthankar, Rahul, Berg, Alexander C.
[learning, set, evaluate, evaluation, dataset, work, positive, labeled] [feature, network, matchnet, training, convolutional, bottleneck, neural, representation, layer, performance, deep, better, size, input, output, accuracy, learned, trained, jointly, table, nsift, previous, pooling, standard, train, learn, fewer, notredame, negative, simonyan, achieves, learns, tower, recognition, convolution, response, fully] [average, generate, object, based, group] [error, approach, model, structure, point, quantized] [dimension, batch, number] [figure, stereo, robust, absolute] [metric, patch, matching, similarity, image, local, sift, descriptor, distance, rate, pair, difference, buffer, sampling, comparison, liberty, reservoir, gradient, best, sampler]
Reconstructing the World* in Six Days *(As Captured by the Yahoo 100 Million Image Dataset)
Heinly, Jared, Schonberger, Johannes L., Dunn, Enrique, Frahm, Jan-Michael
Heinly, Jared, Schonberger, Johannes L., Dunn, Enrique, Frahm, Jan-Michael
[photo, visual, set, processing, dataset, datasets, strategy, add, system, perform, discover, process, leverage, work] [connected, representation, size, feature, table, achieve, recognition, smaller] [overlap, based, propose, detection, memory, merging, candidate, framework] [scene, approach, modeling, model, single, reconstruction, sfm, current] [cluster, data, number, method, proposed, order, scalability, computation, time, minimum] [component, computer, figure, disk, enable] [image, iconic, geometric, streaming, retrieval, frahm, register, sift, query, internet, registration, compute, rate, connectivity, large, match, scale, connecting, vocabulary, nearest, unordered, pair, overlapping, major, matching, registered, limited, leveraging, yahoo]
Exact Bias Correction and Covariance Estimation for Stereo Vision
Freundlich, Charles, Zavlanos, Michael, Mordohai, Philippos
Freundlich, Charles, Zavlanos, Michael, Mordohai, Philippos
[vision, common, set, expected, representative, work] [unit, accuracy] [average, intersection, long, based, generated] [point, error, volume, estimation, reconstruction, localization, orientation, centroid, approach, uncertainty, pose, position, coordinate, location] [covariance, method, distribution, proposed, range, exact, orthogonal, analysis, quantization, denote, sample, space, matrix] [stereo, bias, reconstructed, disparity, tetrahedron, camera, corrected, correction, uniform, uncorrected, dvu, relative, small, second, figure, uniformly, absolute, distributed, triangulation, left, twelve, classical, ieee, squared, rig, conventional, half, estimate, motion, optical, axis, noise, central] [cell, image, distance, corresponding, equal, large, region, compute, mahalanobis, matching]
Computing Similarity Transformations From Only Image Correspondences
Sweeney, Chris, Kneip, Laurent, Hollerer, Tobias, Turk, Matthew
Sweeney, Chris, Kneip, Laurent, Hollerer, Tobias, Turk, Matthew
[vision, work] [standard, accuracy, alternative, highly, better] [sequence, truth, generated] [pose, error, depth, scene, point, align, loop, sfm, ground, orientation, single, position, closure, approach, uncertainty, estimation, robustness, provide] [method, problem, algorithm, solution, solve, data, eigenvalue, solving, ransac, machine, linear, random, matrix, quadratic, experiment, analysis, solved] [generalized, vertical, relative, noise, direction, camera, rotation, computer, translation, imu, minimal, figure, ieee, absolute, pattern, qep, conference, slam, gdls, unknown, real, synthetic, accurate, ray, robust, dev, motion, directly, std, rfi, pixel] [scale, similarity, image, transformation, computing, compute, reference, computed, determine]
Image Segmentation in Twenty Questions
Rupprecht, Christian, Peter, Loic, Navab, Nassir
Rupprecht, Christian, Peter, Loic, Navab, Nassir
[question, probability, set, human, dataset, user, answer, interactive, visual, ibsr, vision, label, active, datasets, learning, strategy, work, natural, twenty] [stanford, hidden, training, size, design, performance] [segmentation, object, seed, background, guess, state, foreground, score, proposal, berkeley, based, three, dice, allowed, framework, truth, segment, gop, series] [mcmc, location, performed, ground, posterior, picked, current, provide, approach, uncertainty, described, volume, rely, fact] [method, number, geodesic, distribution, oracle, markov, algorithm, machine, binary, space, chain, selection, proposed, random, case, solution] [computer, pixel, figure, small, ieee, inside, international, pattern, informative, conference] [image, sampling, distance, brain, sampled, consists, large]
Interaction Part Mining: A Mid-Level Approach for Fine-Grained Action Recognition
Zhou, Yang, Ni, Bingbing, Hong, Richang, Wang, Meng, Tian, Qi
Zhou, Yang, Ni, Bingbing, Hong, Richang, Wang, Meng, Tian, Qi
[human, mining, set, dataset, semantic, novel] [performance, discriminative, recognition, representation, pooling, feature, detector, apply, max, better, achieves, training, top, fisher, extracted, accuracy, achieve, table, improved] [interaction, action, object, video, activity, daily, mpii, detection, candidate, cooking, msr, propose, based, appearance, tak, weight, proposal, segmentation, utilize, generate, frame, score, trajectory, edge, background, skeleton, localized, foreground, seeding, fro] [approach, model, depth, free, represent, formation, holistic] [method, graph, proposed, explicit, number, form, algorithm, vector, sample, parameter] [motion, figure] [dense, large, computed, region, image, compare, matching, consistent]
Sparse Projections for High-Dimensional Binary Codes
Xia, Yan, He, Kaiming, Kohli, Pushmeet, Sun, Jian
Xia, Yan, He, Kaiming, Kohli, Pushmeet, Sun, Jian
[learning, dataset, work, evaluate, visual] [map, accuracy, deep, effective, table, learned, feature, performance, imagenet, better, neural, raw, convolutional, dnn] [long, based, applicable] [valid, model] [binary, solution, encoding, method, itq, projection, matrix, time, problem, cbe, lsh, number, code, sparse, data, iterative, sparsity, objective, constraint, regularizer, case, function, procrustes, min, note, hamming, faster, orthogonal, thrm, computational, algorithm, thresholding, coding, optimization, circulant, approximate, update, vector, easily] [accurate, length, figure, requires, second] [image, large, nearest, dense, retrieval, degradation, vlad]
Hierarchically-Constrained Optical Flow
Kennedy, Ryan, Taylor, Camillo J.
Kennedy, Ryan, Taylor, Camillo J.
[set, dataset, label, annotated, store, associated] [size, global, table, training, feature] [cost, segmentation, hierarchical, node, object, background, frame, based, groundtruth, edge, superpixels, final, multiple, ldof, weight, entire] [error, term, offset, model, vertex, smoothness, tree, location, estimation, discrete, continuous, approach, procedure, full] [optimization, function, method, matrix, random, data, denoted, algorithm, graph, diagram, note, base, time, problem] [optical, motion, figure, small, pixel, computer, color, ieee, conference, synthetic, international] [image, large, voronoi, hcof, computed, matching, deepflow, epe, endpoint, distance, local, compute, computing, similarity, magnitude, patch, region, area, displacement]
The k-Support Norm and Convex Envelopes of Cardinality and Rank
Eriksson, Anders, Thanh Pham, Trung, Chin, Tat-Jun, Reid, Ian
Eriksson, Anders, Thanh Pham, Trung, Chin, Tat-Jun, Reid, Ian
[cardinality, set, search, domain, vision, work, task, existing, active] [unit, table, performance, connection] [average] [fact, valid, evaluated] [norm, convex, time, method, algorithm, lai, rank, operator, matrix, proximity, computational, proposition, envelope, solving, proposed, number, spectral, dual, min, nuclear, binary, function, problem, computation, vector, singular, running, optimization, fenchel, sparse, row, arg, sparsity, regularized, general, established, parameter, main, proxf, derivation, biconjugate, coding, surrogate, proximal, form, proven, original, science] [computer, result, ball, ratio, paper, ieee, pattern, synthetic, presented] [comparison, image, well, establish, exhaustive, gradient, considered]
Matching Bags of Regions in RGBD images
Jiang, Hao
Jiang, Hao
[source, selected, set, tile, search, dataset] [global, table, level] [target, branch, integer, cost, candidate, segmentation, propose, partition, score, superpixels, based, object, generate, average, video, truth] [rgbd, tree, term, program, concavity, surface, nyu, depth, challenging, shape, kinect] [method, proposed, bound, number, linear, row, problem, lower, relaxation, graph, greedy, selection, dual, solution, optimal, energy, upper, variable, objective, solve, optimization, algorithm] [lagrangian, color, small, pixel, paper, figure, result, camera] [matching, region, image, bipartite, large, overlapping, compute, primesense, matched, distance, local, match, histogram, pair, patchmatch, comparison, bipartitek, correspondence, weighted, bipartitec]
Recurrent Convolutional Neural Network for Object Recognition
Liang, Ming, Hu, Xiaolin
Liang, Ming, Hu, Xiaolin
[learning, visual, set, processing, existing, unsupervised, baseline] [recurrent, neural, rcnn, layer, cnn, convolutional, deep, feature, recognition, training, network, input, maxout, pooling, testing, context, table, unit, max, performance, architecture, rcl, fewer, better, dsn, size, connection, augmentation, global, increasing, output, receptive, achieved, dropout, grant, outperformed] [object, hierarchical, three, weight, dynamic, path] [model, error, depth, structure, current] [number, data, nin, machine, proposed, time, journal, mnist, note, lower, sparse, function] [conference, international, figure, computer, ieee, pattern] [comparison, image, recursive, local, benchmark, rate, large]
Feedforward Semantic Segmentation With Zoom-Out Features
Mostajabi, Mohammadreza, Yadollahpour, Payman, Shakhnarovich, Gregory
Mostajabi, Mohammadreza, Yadollahpour, Payman, Shakhnarovich, Gregory
[semantic, work, set, learning, label, labeling, category, include, common, vision, nature, dataset] [feature, voc, accuracy, convolutional, level, loss, table, neural, network, class, architecture, training, structured, performance, arxiv, preprint, global, pooling, feedforward, train, size, better, layer, subscene, fully, additional, val, convnet, context, distant, extracted, recognition, receptive, deep, compared] [segmentation, superpixel, superpixels, object, background, complex, detection, iou, state, con, evidence] [scene, approach, capture, single, model, full, ground] [main, vector, data, machine, number, original, method, asymmetric] [figure, color, small, pixel, computer] [image, computed, local, region, expect, large, despite, applied]
The Aperture Problem for Refractive Motion
Xue, Tianfan, Mobahi, Hossein, Durand, Fredo, Freeman, William T.
Xue, Tianfan, Mobahi, Hossein, Durand, Fredo, Freeman, William T.
[example] [channel] [background, object, sequence, boundary, moving, edge, static, oriented, movement, tracking, illustrate, dynamic] [structure, shape, estimation, infer, formation] [order, problem, time, vector, space, consider, solution, move, proposed, denote, note, algorithm, linear] [motion, refractive, observed, figure, aperture, lens, component, recover, ambiguity, glass, direction, camera, air, small, parallel, perpendicular, second, equation, traditional, schlieren, speed, vertical, refraction, opaque, distortion, red, estimated, theory, recovered, observation, blue, horizontal, ambiguous, optical, assume, scalar, hot, imaging, estimate, straight, captured, observing, plane, unknown, velocity, black, constant, center, synthetic, setup, light, material, conic, specular, reveals] [image, local, region, large, change]
Saliency-Aware Geodesic Video Object Segmentation
Wang, Wenguan, Shen, Jianbing, Porikli, Fatih
Wang, Wenguan, Shen, Jianbing, Porikli, Fatih
[probability, dataset, visual, evaluate, labeling, set] [map, global, compared, performance, table] [saliency, object, video, frame, segmentation, foreground, spatiotemporal, background, superpixels, edge, appearance, segtrack, based, salient, average, temporally, superpixel, dynamic, detection, recall, weight, threshold, temporal, shortest, tracking, framework, youtube, static, surrounded] [location, model, adjacent, term, prior, estimation, mae, approach, error, ground, unary, neighboring] [method, geodesic, graph, proposed, number, energy, selection, algorithm] [motion, pixel, optical, color, spatially, estimated, figure, high, accurate, small, ieee, presented, result] [distance, image, computed, spatial, large, rate, compute, subsequent, indicate, magnitude, weighted]
DEEP-CARVING: Discovering Visual Attributes by Carving Deep Neural Nets
Shankar, Sukrit, Garg, Vikas K., Cipolla, Roberto
Shankar, Sukrit, Garg, Vikas K., Cipolla, Roberto
[attribute, label, instance, visual, learning, supervised, sad, weakly, test, search, set, dataset, prediction, correct, natural, predicting, fig, noun, entropy, sun, positive, task, predicted, weak, scenario, carve, ranking, vision] [training, deep, net, feature, loss, convolutional, layer, recognition, cnns, alexnet, softmax, sigmoid, neural, learn, setting, connected, better, class, architecture, input, cnn, fully] [multiple, object, indicates, precision, average, based] [provide, scene] [number, problem, consider, note, vector] [figure, computer, generally, presence, color] [image, best, cross]
Rent3D: Floor-Plan Priors for Monocular Layout Estimation
Liu, Chenxi, Schwing, Alexander G., Kundu, Kaustav, Urtasun, Raquel, Fidler, Sanja
Liu, Chenxi, Schwing, Alexander G., Kundu, Kaustav, Urtasun, Raquel, Fidler, Sanja
[set, test, dataset, prediction, evaluate, work, predicted, photo, goal, correct, exploit, semantic, refer] [window, train, top, performance, table, accuracy, training, additional, feature] [branch, three, employ] [room, layout, wall, scene, apartment, aspect, plan, inference, approach, indoor, rental, localization, estimation, monocular, provide, model, point, typically, full, challenging, front, face, alignment, pose, single, queue, location] [number, energy, problem, note, random, bound, order, time, data, space, denotes, case, markov] [ratio, camera, figure, total, vanishing, geometry, ray, left, estimating] [well, compute, image, large, contained]
Learning a Sequential Search for Landmarks
Singh, Saurabh, Hoiem, Derek, Forsyth, David
Singh, Saurabh, Hoiem, Derek, Forsyth, David
[human, learning, set, search, dataset, scoring, tend, test, fashion, visual] [training, learns, context, learned, performance, better, margin, layer, contextual, apply, learn, feature] [detection, appearance, truth, state, candidate, object, detect, art, individual, making] [landmark, model, detected, pose, step, inference, ordering, ground, approach, dependent, location, independent, earlier, body, lsp, articulated, current, error, sequential, modeling, estimation, pictorial, provide] [method, order, note, normalized, fixed, general, consider, random, function, original, close, range] [figure, high, small] [image, spatial, distance, gradient, computed, well, rate, good, best, corresponding, comparison]
Fully Convolutional Networks for Semantic Segmentation
Long, Jonathan, Shelhamer, Evan, Darrell, Trevor
Long, Jonathan, Shelhamer, Evan, Darrell, Trevor
[semantic, prediction, learning, test, work, visual, vision, set] [convolutional, fully, training, output, net, layer, stride, input, pascal, deep, class, coarse, performance, loss, receptive, feature, architecture, voc, neural, learn, size, table, patchwise, learned, skip, convolution, trained, train, fcn, improvement, convnets, factor, tighe, effective, nii, convnet] [segmentation, detection, object] [model, inference, described, single, full, pixelwise] [computation, data, number, time, nonlinear, random, fusion, convergence, faster, bilinear] [figure, pixel, upsampling, produce, relative, computer, gupta] [image, dense, spatial, sampling, local, sift, upsampled, rate, gradient, fast]
Deep Correlation for Matching Images and Text
Yan, Fei, Mikolajczyk, Krystian
Yan, Fei, Mikolajczyk, Krystian
[text, dcca, protocol, visual, evaluation, learning, caption, cca, description, natural, latent, work, language, learnt, dataset, test, girl, annotation, automatic, gold, ranked, cula, generation, set, iapr, address, vision, generating, standing, example, content, dog, task, sentence, describing] [deep, table, training, performance, gpu, neural, layer, network, top, cpu, structured, convolutional, architecture, validation] [correlation, based, three, video, art, state, memory, average] [canonical] [objective, proposed, data, trace, batch, norm, matrix, space, linear, rank, analysis, time, row, singular, order, number] [figure, white, tno, total, paper] [image, matching, scheme, retrieval, large, magnitude, implementation, gradient]
Multi-Objective Convolutional Learning for Face Labeling
Liu, Sifei, Yang, Jimei, Huang, Chang, Yang, Ming-Hsuan
Liu, Sifei, Yang, Jimei, Huang, Chang, Yang, Ming-Hsuan
[labeling, label, set, learning, semantic, test, dataset, evaluation, existing, work] [nonparametric, network, training, cnn, convolutional, cnns, input, loss, size, hair, deep, output, train, table, crf, trained, structured, accuracy, testing, compared, map, class, apply, parsing, additional, combining, performance, neural, smaller, learned] [based, edge, generated, truth, propose, generate] [face, prior, facial, unary, model, term, approach, ground, inference, helen, single, xij] [pairwise, proposed, method, algorithm, number, crfs, regularization, random, energy, note, addressed] [figure, generates, pixel, skin, second, component] [image, patch, sampling, comparison]
Deep Multiple Instance Learning for Image Classification and Auto-Annotation
Wu, Jiajun, Yu, Yinan, Huang, Chang, Yu, Kai
Wu, Jiajun, Yu, Yinan, Huang, Chang, Yu, Kai
[learning, instance, keywords, visual, dmil, supervised, annotation, weakly, dataset, keyword, system, vision, search, mil, bag, label, web, popular, returned, perform, unsupervised, relevant, task] [deep, pascal, table, voc, neural, convolutional, mit, learn, representation, network, layer, feature, fully, performance, training, recognition, jointly, connected, log, dnn, hidden, accuracy, achieves, baidu, apply, train, effective] [multiple, object, framework, including, segmentation, average, extract] [scene, indoor, joint, provide] [number, data, note, proposed, exp, vector, method, sample] [figure, assumption, traditional, high, property] [image]
Multi-Instance Object Segmentation With Occlusion Handling
Chen, Yi-Ting, Liu, Xiaokai, Yang, Ming-Hsuan
Chen, Yi-Ting, Liu, Xiaokai, Yang, Ming-Hsuan
[semantic, category, set, predictor, task] [cnn, voc, contour, exemplar, pascal, top, performance, validation, map, class, log, train, better, apply, feature, hariharan, network, size] [segmentation, object, detection, based, foreground, likelihood, tackle, framework, bounding, propose, generate, handling, sfj, score, proposal, mcg, iou, superpixel, pcj, box, appearance, overshooting, favorable, categorized] [shape, occlusion, occluding, joint, model, prior, chamfer, reasoning, challenging] [algorithm, proposed, energy, number, note, minimization, parameter] [figure, high, quality, inconsistent, handle, pixel, remove] [image, region, person, distance, scale, large, choose, matched]
Material Recognition in the Wild With the Materials in Context Database
Bell, Sean, Upchurch, Paul, Snavely, Noah, Bala, Kavita
Bell, Sean, Upchurch, Paul, Snavely, Noah, Bala, Kavita
[dataset, minc, test, stone, click, learning, wood, set, foliage, category, work, example, plastic, tile, predict, flickr, evaluate, carpet, convert] [cnn, accuracy, training, alexnet, recognition, opensurfaces, class, googlenet, convolutional, train, fmd, crf, table, cnns, context, trained, sliding, fully, smaller, size, input, larger, network, neural, connected, wallpaper, better, houzz, improve, polished, deep] [segmentation, average, recognizing, object] [full, scene, prior, single, mirror] [data, range, experiment, number, pairwise, method] [material, figure, water, fabric, paper, sky, high, total, glass] [patch, image, best, database, scale, large, dense, spatial, sift]
Understanding Pedestrian Behaviors From Stationary Crowd Groups
Yi, Shuai, Li, Hongsheng, Wang, Xiaogang
Yi, Shuai, Li, Hongsheng, Wang, Xiaogang
[dataset, prediction, example, learning, probability, annotated, source, existing, topic] [pedestrian, map, factor, table, smaller, larger, learned] [crowd, stationary, walking, group, moving, path, destination, personality, based, behavior, abnormal, video, route, sgi, average, walk, frame, including, weight, key, three, modeled, detection, obstacle, density, dynamic, crowded, regarded, event, activity] [scene, model, modeling, personalized, layout, location, social, current, estimation, force] [energy, proposed, analysis, general, optimal, parameter, machine, number, close, time, optimized, method] [figure, observed, observation, ieee, motion, pattern, estimated, observing] [calculated, distance, region, large, change, represents]
Depth From Focus With Your Mobile Phone
Suwajanakorn, Supasorn, Hernandez, Carlos, Seitz, Steven M.
Suwajanakorn, Supasorn, Hernandez, Carlos, Seitz, Steven M.
[focus, work, set, book, novel, vision] [map, global, previous, size, input, jointly, standard] [frame, sequence, propose, based] [depth, alignment, scene, approach, term, aligned, estimation, align, step, anisotropic] [problem, algorithm, data, analysis, solve, machine, minimization, row, method, optimization, minimized, energy, journal] [focal, stack, optical, camera, bokeh, computer, aperture, ieee, figure, pattern, calibration, pixel, motion, defocus, blur, parallax, mobile, small, conference, uncalibrated, inverse, technique, international, captured, constant, total, high, bokehs, depthmap, telecentric, radiance, photoshop, thomas, handle, stitching, heliconfocus] [image, large, compute, dff, reference, radius, computing, scheme, implementation, computed]
Fusion Moves for Correlation Clustering
Beier, Thorsten, Hamprecht, Fred A., Kappes, Jorg H.
Beier, Thorsten, Hamprecht, Fred A., Kappes, Jorg H.
[labeling, work, evaluation, set, search, positive, natural] [better, size, improve, network, performance, negative, connected, smaller, larger] [correlation, edge, segmentation, proposal, node, based, multicut, hierarchical, partitioning, weight, wij] [current, social, approach, single] [clustering, fusion, graph, energy, problem, move, cgc, polytope, solution, proposed, runtime, optimal, number, yij, algorithm, original, contracted, anytime, ehc, cut, iteratively, inner, contraction, solving, random, polyhedral, faster] [computer, noise, figure, quality, international, conference, high] [large, best, scale, image, weighted, implementation, fast]
Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images
Banica, Dan, Sminchisescu, Cristian
Banica, Dan, Sminchisescu, Cristian
[semantic, set, test, learning, process, labeling, label, labeled, dataset, selected, prediction, understanding, visual, work, side, generation, category] [table, class, deep, pooling, training, extracted, trained, structured, pooled, feature, performance, recognition] [segmentation, object, based, state, segment, policy, proposal, generated, truth, multiple, action, average, generate, boundary, candidate, score] [depth, scene, rgb, rmrc, inference, nyu, indoor, current, spin, ground, model, sequential, methodology, procedure, point, described, retained, pcf] [order, method, data, number, proposed, problem, algorithm] [intensity, parametric] [image, local, region, spatial, partial, metric, masked, well, overlapping, large]
Metric Imitation by Manifold Transfer for Efficient Vision Applications
Dai, Dengxin, Kroeger, Till, Timofte, Radu, Van Gool, Luc
Dai, Dengxin, Kroeger, Till, Timofte, Radu, Van Gool, Luc
[learning, domain, transfer, embedding, source, human, test, unsupervised, datasets, vision, set, work, knowledge, goal, privileged, popular] [training, learned, table, feature, cnn, learn, trained, convolutional, better, standard, performance, van, learns, improves, expensive, compared, global] [object, imitation, target, three, precision] [evaluated] [manifold, method, data, matrix, lap, dimensionality, space, clustering, linear, mapping, pairwise, computationally, problem, gist, rest, function, projection, euclidean, time] [tested] [metric, sfs, image, tfs, distance, lle, local, good, retrieval, lbp, computed, neighborhood, jor, large, transformation, phog, nearest, cheap, transformed, ukbench, neighbor]
The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose
Zuffi, Silvia, Black, Michael J.
Zuffi, Silvia, Black, Michael J.
[human, set, visual, people, work] [training, global, apply, learned, belief, connected, stage, learn] [node, generate, frame, puppet, average, state, particle] [body, shape, model, pose, mesh, inference, scape, scan, graphical, torso, represent, pictorial, deformation, alignment, faust, stitched, capture, template, term, coordinate, articulated, realistic, hull, estimation, align, current] [data, method, random, vector, range, space, pairwise, optimization, sample, note, consider, gaussian, number, problem, solution, upper, represented] [intrinsic, figure, ieee, stitching, motion, acm, rotation, high, estimating, computer, simple, estimated, international] [june, local, pca, applied, geometric]
Scene Labeling With LSTM Recurrent Neural Networks
Byeon, Wonmin, Breuel, Thomas M., Raue, Federico, Liwicki, Marcus
Byeon, Wonmin, Breuel, Thomas M., Raue, Federico, Liwicki, Marcus
[labeling, learning, dataset, label, include, vision, processing, predicted, natural] [lstm, input, layer, class, neural, accuracy, recurrent, performance, size, feedforward, global, cnns, output, training, hidden, stanford, convolutional, network, context, deep, reported, learn, window, compared, feature, architecture, testing, road, grass, unbalanced, gate, higher, rcnns, contextual, improve, improved, table] [memory, long, target, background, segmentation, three, object] [scene, approach] [time, number, machine, third, block, note, random] [figure, pixel, computer, conference, ieee, frequency, pattern, international, flow, second, water, small] [image, large, sift, local, spatial, texture]
FAemb: A Function Approximation-Based Embedding Method for Image Retrieval
Do, Thanh-Toan, Tran, Quang D., Cheung, Ngai-Man
Do, Thanh-Toan, Tran, Quang D., Cheung, Ngai-Man
[embedding, learning, set, dataset, visual, relationship, work] [map, table, higher, compared, fisher, version, designed, improving, representation, generalization, improvement, gain, applying, learned] [framework] [coordinate, single, ensure, step] [function, coding, method, vector, approximation, dimension, problem, nonlinear, approximated, linear, objective, sum, dimensional, number, order, whitening, hessian, matrix, linearly, main, motivation, lemma, optimization, sparse, sample, nonnegative] [embedded, high, paper, rotation, assumption, second, figure] [image, faemb, vlat, tlcc, vlad, retrieval, local, anchor, temb, aggregated, applied, democratic, comparison, aggregating, vlatimproved, corresponding, aggregation, good, sift, descriptor, lipschitz, large, comparing, rsift, fair, normalization, similarity, appendix, compare, gradient]
Automatically Discovering Local Visual Material Attributes
Schwartz, Gabriel, Nishino, Ko
Schwartz, Gabriel, Nishino, Ko
[attribute, visual, discovered, set, human, discover, category, recognize, predicted, plastic, perception, encode, trait, discovery, discovering, foliage, schwartz, sharan, leather, nishino, learning, existing, appear, understanding, predict, labeled, process, embedding] [recognition, accuracy, raw, training, feature, previous, train, input] [perceptual, object, based, propose, framework, recognizing] [fact, represent, model, rely, shape] [matrix, space, method, pairwise, random, binary, distribution, mapping, proposed] [material, figure, water, typical, fabric, smooth, desired, paper, metal, computer, glass] [image, local, similarity, exhibit, distance, expect, compute, patch, texture, consistent, indicate]
Depth Image Enhancement Using Local Tangent Plane Approximations
Matsuo, Kiyoshi, Aoki, Yoshimitsu
Matsuo, Kiyoshi, Aoki, Yoshimitsu
[processing, vision, set, noisy, introduce, evaluation, process] [factor, accuracy, global, improve, smoothing, map] [based, superpixels, superpixel, segmentation, heuristic, threshold] [depth, surface, normal, mae, pwas, point, reconstruction, completion, dth, neighboring, shape, coefficient, aligned, magnification, estimation, steep, interior] [tangent, method, data, mrf, bilinear, proposed, linear, vector] [color, noise, ieee, computer, conference, measured, pixel, plane, figure, international, sensor, measurement, consumer, direction, center, captured, real, camera, smooth, angle, pattern, upsampling, accurate, reconstructed, total, high, estimate] [local, image, enhancement, rate, distance, large, pca, geometric, weighted]
Video Co-Summarization: Video Summarization by Visual Co-Occurrence
Chu, Wen-Sheng, Song, Yale, Jaimes, Alejandro
Chu, Wen-Sheng, Song, Yale, Jaimes, Alejandro
[mbf, visual, shot, set, summarization, summary, biclique, aca, unsupervised, jump, collection, subject, coc, learning, dataset, appear, selected, labeled, knowledge, relevant, human, discovering, novel, eiffel, content, discovered, visually, identify, work, example] [feature, top, compared, effectiveness, better, standard] [video, temporal, multiple, recall, truth, precision, score, three, generate, online, segmentation, walk, generated] [approach, model, ground, performed, capture, cij, single, represent, averaged] [number, algorithm, matrix, graph, method, cluster, clustering, suppose, sparsity, problem, solution, vector, analysis] [quality, figure, high, total] [maximal, query, bipartite, compute, pair, large, retrieved, computed, image]
Watch and Learn: Semi-Supervised Learning for Object Detectors From Video
Misra, Ishan, Shrivastava, Abhinav, Hebert, Martial
Misra, Ishan, Shrivastava, Abhinav, Hebert, Martial
[labeled, set, labeling, learning, label, purity, dataset, test, automatically, ssl, work, diverse, datasets, esvms, annotated, esvm, semantic, subset, decorrelated, unlabeled, positive, visual, weakly, relevance, boot, existing] [training, input, feature, trained, performance, negative, train, detector, eigen] [object, detection, tracking, video, bounding, multiple, box, long, recall, average, reliable, virat, start, truth, track, frame] [approach, kitti, ground, pose, initial, drift] [data, algorithm, iteration, method, selection, sparse, iteratively, lsvm, random, outlier, number] [figure, high, assume, motion] [image, large, good, sparsely, false, scale, compute]
Generalized Tensor Total Variation Minimization for Visual Data Recovery
Guo, Xiaojie, Ma, Yi
Guo, Xiaojie, Ma, Yi
[visual, strategy, work, set, positive, vision, noisy] [performance, design, response, recognition] [weight, video, based, propose] [loop, anisotropic, isotropic, completion, model] [tensor, norm, data, update, algorithm, gtv, case, problem, method, outer, matrix, low, minimization, argmin, proposed, sparse, inner, convergence, proposition, row, solution, iteratively, reweighting, linear, minimizing, analysis, convex, general, original, augmented, shrinkage, division, effectively, inhomogeneity, superior, solving, gaussian, updating, iteration, converged, penalty, optimization] [noise, recovery, total, figure, ieee, conference, generalized, traditional, pattern, recovered, computer, constant, lagrangian, small, derivative, observed, result, direction] [variation, image, computed, corresponding]
Active Learning for Structured Probabilistic Models With Histogram Approximation
Sun, Qing, Laddha, Ankit, Batra, Dhruv
Sun, Qing, Laddha, Ankit, Batra, Dhruv
[entropy, active, learning, annotation, set, unlabeled, highest, work, goal, probability, prediction, labeling, scoring, label, perform, diverse, probable, dataset, test, focus] [structured, map, output, training, performance, log] [segmentation, bin, object, node, monte, entire, deterministic, video] [model, approach, probabilistic, graphical, typically, mass] [distribution, gibbs, number, approximation, approximate, support, algorithm, space, binary, data, surrogate, random, proposed, inaccurate, graph, problem, machine, optimal, lemma, corresponds, computation, exact, markov, pairwise, literature, function, chain] [accurate, lagrangian, small, estimate, computer, estimated, high, unstructured] [image, histogram, compute, large, sampling, variational, outperforms, geometric, computing, partial, compare, true]
Image Parsing With a Wide Range of Classes and Scene-Level Context
George, Marian
George, Marian
[label, system, baseline, semantic, set, test, labeling, visual, dataset] [parsing, training, balanced, global, context, class, unbalanced, performance, better, nonparametric, recognition, improve, fusing, feature, lmsun, combining, improves, rare, road, bdt, accuracy, achieve, smoothing, size, tighe, output, lsj, previous] [likelihood, superpixels, truth, superpixel, foreground, object, background, cost, score, weight, average, coverage, multiple, combined] [scene, full, ground, inference, step, initial, approach, error, model, probabilistic] [number, method, energy, function, data, mrf, normalized, fusion] [figure, equation, total] [image, retrieval, query, compute, large, rate, computed, lsi, person]
Bayesian Sparse Representation for Hyperspectral Image Super Resolution
Akhtar, Naveed, Shafait, Faisal, Mian, Ajmal
Akhtar, Naveed, Shafait, Faisal, Mian, Ajmal
[process, indicator, set, learning, existing, probability, knowledge] [representation, table, performance, public, learned, reported] [based, truth, propose, state, weight] [approach, ground, scene, prior, posterior] [sparse, proposed, spectral, matrix, support, coding, method, sample, sik, parameter, code, vector, denotes, low, range, distribution, data, factorization, gibbs, selection, literature] [high, ieee, imaging, bernoulli, component, estimate, rmse, reconstructed, sensing, multispectral, figure, material, directly] [image, hyperspectral, resolution, dictionary, bayesian, super, remote, spatial, sampling, inferencing, database, zik, gsomp, beta, computed, harvard, cave, acquired, transformed, june, transform, compute, initialized, distinct, exhaustive, construct]
Semantic Object Segmentation via Detection in Weakly Labeled Video
Zhang, Yu, Chen, Xiaowu, Li, Jia, Wang, Chen, Xia, Changqun
Zhang, Yu, Chen, Xiaowu, Li, Jia, Wang, Chen, Xia, Changqun
[semantic, weakly, set, labeled, dataset, supervised, consistency, learning, noisy, selected, unsupervised, bird, label, perform, car, address] [performance, training, train, accuracy, table] [object, segmentation, video, detection, track, segment, appearance, framework, foreground, temporal, generate, background, segtrack, based, bounding, cost, tracking, spatiotemporal, threshold, frame, overlap, likelihood] [shape, approach, initial, step, term, joint, procedure, single, represent, provide] [proposed, method, problem, solving, objective, algorithm, note] [figure, estimated, preserving, high, pixel, paper, motion, relative] [region, area, consists, initialized, compare, consistent, statistical, outperforms]
Learning With Dataset Bias in Latent Subcategory Models
Stamos, Dimitris, Martelli, Samuele, Nabi, Moin, McDonald, Andrew, Murino, Vittorio, Pontil, Massimiliano
Stamos, Dimitris, Martelli, Samuele, Nabi, Moin, McDonald, Andrew, Murino, Vittorio, Pontil, Massimiliano
[datasets, dataset, visual, latent, learning, set, positive, test, car, task, work, common, perform, provided] [training, lsm, subcategory, lsms, undoing, standard, improvement, trained, lcsm, concatenation, negative, performance, learn, class, loss, setting, multitask, compound, better, dpms, svms, smaller, table, max, testing, previous] [object, weight, average, multiple, framework, detection, based, three] [model, initialization, single, point, term, approach, error, independent, step] [method, function, objective, case, vector, convex, number, problem, linear, clustering, parameter, data, note, solution, machine, simply, cluster, suboptimal, special, optimization, journal] [bias, biased, figure, computer, presented, relative, paper, extend] [good, well, corresponding, large, local]
Project-Out Cascaded Regression With an Application to Face Alignment
Tzimiropoulos, Georgios
Tzimiropoulos, Georgios
[learning, set, work, system, active, process, vision, strategy] [training, performance, learn, learned, learns, level] [appearance, sequence, propose, employed, based, detection, publicly, bounding] [regression, shape, cascaded, facial, face, model, averaged, alignment, descent, deformable, ibug, jacobians, structure, jacobian, approach, sdm, afw, pose, prior, analytic, chehra, challenging, generative, current, lfpw, constrained, landmark, step] [problem, data, proposed, optimization, iteration, method, solution, hessian, vector, number, subspace, orthogonal, idea, note, algorithm, computational, update] [parametric, inverse, estimate, computer, accurate, noise] [image, large, variation, gradient, compute, local, computed, difference]
Image Retrieval Using Scene Graphs
Johnson, Justin, Krishna, Ranjay, Stark, Michael, Li, Li-Jia, Shamma, David, Bernstein, Michael, Fei-Fei, Li
Johnson, Justin, Krishna, Ranjay, Stark, Michael, Li, Li-Jia, Shamma, David, Bernstein, Michael, Fei-Fei, Li
[test, visual, dataset, vision, man, grounding, set, semantic, attribute, learning, grounded, semantics, novel, example, relationship, text, system, wearing, retrieve, natural, language, tuples, search, work, occur, perform, association, describe] [recognition, performance, representation, table, training, context, class, cnn, structured, crf] [object, recall, iou, entire, based, bounding] [scene, model, full, detailed, localization, represent, modeling] [graph, rank, gist, random, data, number, computational, journal] [computer, conference, ieee, pattern, median, international, figure, simple, detail] [image, retrieval, query, large, sift, outperforms, vocabulary, compute, descriptor, scale]
Unifying Holistic and Parts-Based Deformable Model Fitting
Alabort-i-Medina, Joan, Zafeiriou, Stefanos
Alabort-i-Medina, Joan, Zafeiriou, Stefanos
[vision, active, novel, search, set, work, probability, learning, popular, provided, associated] [previous, recognition, global, max, reported, learn, cascade, training, trained, discriminative, response, accuracy, combining] [appearance, object, interpretation, combination] [shape, model, deformable, landmark, face, probabilistic, approach, holistic, clms, aams, regression, alignment, constrained, term, prior, misalignment, generative, point, error, hdms, aic, pbdms, cootes, fitting, position, rlms, current, procedure, descent, independent, compositional] [arg, proposed, optimal, min, problem, formulation, algorithm, linear, method, experiment, note, regularized, function, solution, data, optimization, eigenvectors, normalized, distribution, original] [computer, conference, pattern, international, figure, inverse, accurate] [texture, local, image, similarity]
Small Instance Detection by Integer Programming on Object Density Maps
Ma, Zheng, Yu, Lei, Chan, Antoni B.
Ma, Zheng, Yu, Lei, Chan, Antoni B.
[set, vision, test, people, dataset, instance, baseline, datasets] [map, training, sliding, window, global, feature, input, size, ucsd, performance, table, better, detector, train, output, learned] [density, detection, object, counting, bounding, count, box, integer, crowded, framework, individual, truth, average, crowd, video, segmentation, recall, propose, divided] [ground, location, approach, challenging, model, viewpoint] [number, method, programming, proposed, vector, constraint, problem, function, maximum, mapping, codebook] [small, estimated, computer, estimate, figure, ieee, pattern, total, roi, perspective, pixel, accurate, international, synthetic] [image, local, cell, large, distance, corresponding, matching]
Motion Part Regularization: Improving Action Recognition via Trajectory Selection
Ni, Bingbing, Moulin, Pierre, Yang, Xiaokang, Yan, Shuicheng
Ni, Bingbing, Moulin, Pierre, Yang, Xiaokang, Yan, Shuicheng
[visual, set, human, latent, select, word, associated, introduce, learning, dataset, selected, ranked] [discriminative, fisher, recognition, training, feature, representation, testing, learned, top, svm, global, improved, better, follow, extracted, class, ifv] [action, video, trajectory, based, group, discriminativeness, temporal, weight, entire, structural, framework, movement, copy, golf, olympic, wang, propose, utilized] [model, body] [vector, method, regularization, proposed, selection, number, form, note, denote, entry, sparse, algorithm, sample, optimization, lasso, problem, respect, parameter, gaussian, solve, objective] [motion, figure, ieee, simple, assume, high] [local, dense, weighted, database, corresponding, scheme, overlapping, best, good, gradient]
Multi-Task Deep Visual-Semantic Embedding for Video Thumbnail Selection
Liu, Wu, Mei, Tao, Zhang, Yongdong, Che, Cherry, Luo, Jiebo
Liu, Wu, Mei, Tao, Zhang, Yongdong, Che, Cherry, Luo, Jiebo
[embedding, thumbnail, semantic, visual, learning, relevance, dataset, search, representative, selected, select, labeled, latent, side, positive, label, representativeness, word, textual, common, keyframes, summarization, content, clicked, strategy, leverage, set, web, freely, evaluate] [deep, trained, training, map, representation, compared, train, performance, layer, loss, improve, input, cnn, highly, achieves, effectiveness, shared, higher] [video, based, candidate, score, employ, frame, online] [model] [method, selection, proposed, fusion, vector, space, data, projection, function, china, order, algorithm] [figure, directly, conventional, equation] [query, image, similarity, compute, choose, gap, well, computing]
Fine-Grained Visual Categorization via Multi-Stage Metric Learning
Qian, Qi, Jin, Rong, Zhu, Shenghuo, Lin, Yuanqing
Qian, Qi, Jin, Rong, Zhu, Shenghuo, Lin, Yuanqing
[learning, address, visual, active, dataset, test, baseline, set] [class, training, learned, triplet, table, performance, size, feature, challenge, auxiliary, learn, better, stage, imagenet, issue, accuracy, euclid, improve, observe, deep] [segmentation, framework, cost, based, bounding] [approach, single] [msml, dimensional, number, dml, proposed, random, method, fgvc, low, matrix, lsvm, problem, data, rank, algorithm, optimization, dual, space, computational, time, dimensionality, linear, projection, original, solving, min, storage, note, approximation, optimal, psd, sparse, function] [high, small, handle, conventional, figure, directly, avoid] [metric, distance, large, image, lmnn, comparison, outperforms, compute]
Saturation-Preserving Specular Reflection Separation
Liu, Yuanliu, Yuan, Zejian, Zheng, Nanning, Wu, Yang
Liu, Yuanliu, Yuan, Zejian, Zheng, Nanning, Wu, Yang
[set, natural, vision, preference] [input, stage, class, global, transferred] [based] [surface, model, smoothness, term, fall] [method, problem, note, bound, upper, maximum, lower, space, linear, solve, sparsity, original, main, number, analysis, proposed, sparse, function, row] [specular, diffuse, chromaticity, color, saturation, hue, achromatic, highlighted, separation, computer, ratio, recovered, pure, chromatic, smooth, constancy, highlight, figure, pixel, piecewise, component, produced, ieee, recover, result, conference, removal, blue, suv, separating, red, intensity, removed, pattern, specularfree, tan, recovering, paper, separate, yellow, small] [image, anchor, local, propagation, spatial, isolated, well, partial, difference]
Joint SFM and Detection Cues for Monocular 3D Localization in Road Scenes
Song, Shiyu, Chandraker, Manmohan
Song, Shiyu, Chandraker, Manmohan
[system, set, understanding, work, green] [feature, accuracy, output, raw, detector, achieve, input, size, table, better] [object, bounding, detection, tracking, box, framework, tracked, based, truth, frame, cost, incorporate, moving, background, adaptive, incorporates, mechanism, complementary] [ground, sfm, localization, pose, joint, monocular, scene, driving, estimation, kitti, point, autonomous, model, prior, alignment, error, coordinate, adjustment, multibody, approach, initial, challenging, height, position] [optimization, sparse, note, method, energy, denoted] [plane, optical, estimated, camera, figure, estimate, high, accurate, epipolar, motion, intensity, quality, robust] [dense, consistent, image, demonstrate, well, fast, distance, computed, corresponding]
Fisher Vectors Meet Neural Networks: A Hybrid Classification Architecture
Perronnin, Florent, Larlus, Diane
Perronnin, Florent, Larlus, Diane
[supervised, unsupervised, learning, set, report, visual, perform, test, study, work, system] [hidden, architecture, layer, cnn, training, output, deep, feature, standard, fisher, bagging, convolutional, fvs, learned, hybrid, involves, intermediate, table, pascal, neural, recognition, augmentation, validation, reported, train, map, competitive, cnns, trained, simonyan, better, accuracy, challenge, learn, imagenet, itp] [multiple, object, cost] [error, model, single] [linear, number, kernel, proposed, dimensionality, data, case, random, reduction, vector, encoding, gmm, consider] [figure] [image, large, local, best, pca, rate, compare, retrieval, comparison, scale]
UniHIST: A Unified Framework for Image Restoration With Marginal Histogram Constraints
Mei, Xing, Dong, Weiming, Hu, Bao-Gang, Lyu, Siwei
Mei, Xing, Dong, Weiming, Hu, Bao-Gang, Lyu, Siwei
[natural, example, existing, visual, introduce, probability, processing, work, latent, process] [output, performance, ensemble, better] [measure, average, framework] [model, quantitative, provide, term] [marginal, method, original, distribution, min, gaussian, wasserstein, quadratic, problem, optimal, function, proposed, solution, data, regularization, solved, form, algorithm, random, optimization, kernel, corrupted, minimizes, operation, matrix] [deconvolution, intensity, pattern, restored, observation, directly, horizontal, vertical, noise, figure, parametric, quality, presented] [image, histogram, gradient, restoration, unihist, denoising, reference, epll, idr, distance, nldd, divergence, texture, ssim, psnr, enhances, metric, patch, degraded, represents, matching, statistical, blurring]
Human Action Segmentation With Hierarchical Supervoxel Consistency
Lu, Jiasen, Xu, ran, Corso, Jason J.
Lu, Jiasen, Xu, ran, Corso, Jason J.
[human, set, evaluate, vision, understanding, automatically, consistency, european, label] [better, recognition, map, feature, higher, level, representation, table] [action, segmentation, supervoxel, saliency, supervoxels, video, detection, hierarchical, actionness, foreground, bounding, truth, mask, jhmdb, background, trajectory, iou, box, based, frame, penn, strong, puppet, golf, score, precision, average] [model, unary, potential, ground, localization, full, body, prior, detailed, term, estimation, shape, pose, joint, approach] [pairwise, data, order, graph, method, mrf, analysis, energy, parameter, denotes, number, machine] [motion, computer, ieee, conference, pattern, international, camera, optical, figure, high, color, robust] [hierarchy, large, person]
Robust Manhattan Frame Estimation From a Single RGB-D Image
Ghanem, Bernard, Thabet, Ali, Carlos Niebles, Juan, Caba Heilbron, Fabian
Ghanem, Bernard, Thabet, Ali, Carlos Niebles, Juan, Caba Heilbron, Fabian
[vision, evaluation, set, work, dataset, create, perform, evaluate, popular, understanding] [performance, unit, advantage] [truth, based, three, frame, box, propose, performs, object] [scene, indoor, estimation, aligned, ground, point, rmfe, error, depth, rgb, dominant, robustness, single, normal, layout, surface, cloud, align, current, visible, approach] [method, matrix, number, runtime, sparse, problem, original, sparsity, main, analysis, norm, orthogonal, principal] [estimate, slam, rotation, manhattan, conference, figure, ieee, computer, robust, pattern, estimated, international, second, estimating, rotated, angular, vanishing, noise] [image, compute, best, difference, benchmark, geometric, corresponding]
Learning to Segment Under Various Forms of Weak Supervision
Xu, Jia, Schwing, Alexander G., Urtasun, Raquel
Xu, Jia, Schwing, Alexander G., Urtasun, Raquel
[semantic, weak, set, learning, supervised, labeled, weakly, label, tag, test, work, refer, dataset, unlabeled, evaluate, interactive, report, evaluation, incorporating, ilt, task] [supervision, accuracy, class, training, setting, feature, performance, fully, level, parsing, standard, loss, size, smaller] [bounding, segmentation, box, object, assigned, appearance, foreground, inferring, truth] [inference, full, scene, approach, model, challenging, ground, single, program, fact] [matrix, note, form, data, linear, number, vector, sample, assignment, constraint, algorithm, geodesic, case, optimization, binary, random, method, optimal, respect] [ratio, second, pixel, figure] [image, partial, large, well]
Fast and Accurate Image Upscaling With Super-Resolution Forests
Schulter, Samuel, Leistner, Christian, Bischof, Horst
Schulter, Samuel, Leistner, Christian, Bischof, Horst
[learning, set, work, task, evaluate, domain, vision, include, evaluation, prediction] [training, learn, input, output, standard, feature, factor, table, size, better, investigate] [node, framework, detection, average, based] [single, regression, model, leaf, forest, inference, approach, tree, typically, sisr, depth, operates, yang] [random, linear, data, function, problem, time, objective, sparse, parameter, mapping, space, number, regularization, coding, basis, sample, encoding, proposed, method] [figure, quality, superresolution, direct, constant, computer, simple, upsampling, directly] [image, dictionary, upscaling, splitting, psnr, fast, well, rfl, neighborhood, anr, coupled, compare, locally, srcnn, comparison, bicubic, anchored]
Efficient ConvNet-Based Marker-Less Motion Capture in General Scenes With a Low Number of Cameras
Elhayek, Ahmed, de Aguiar, Edilson, Jain, Arjun, Tompson, Jonathan, Pishchulin, Leonid, Andriluka, Micha, Bregler, Chris, Schiele, Bernt, Theobalt, Christian
Elhayek, Ahmed, de Aguiar, Edilson, Jain, Arjun, Tompson, Jonathan, Pishchulin, Leonid, Andriluka, Micha, Bregler, Chris, Schiele, Bernt, Theobalt, Christian
[human, people] [input, convnet, accuracy, network, convolutional, table, additional, discriminative, combining] [tracking, detection, sequence, frame, multiple, based, combined, moving, average, video, overlap, likelihood, tracked, truth, individual, track, three] [pose, joint, articulated, body, approach, capture, model, term, estimation, position, recorded, pictorial, full, posterior, challenging, location, generative, sog, single, ground, error, arker, projected, scene, depth, disc] [method, number, energy, optimization, algorithm, gaussian, time, note, gaussians, low] [motion, camera, outdoor, figure, color, high, estimate] [image, computed, similarity, view, resolution, weighted, local, sampling]
Learning Scene-Specific Pedestrian Detectors Without Real Data
Hattori, Hironori, Naresh Boddeti, Vishnu, Kitani, Kris M., Kanade, Takeo
Hattori, Hironori, Naresh Boddeti, Vishnu, Kitani, Kris M., Kanade, Takeo
[learning, work, surveillance, domain, dataset, adaptation, evaluation, evaluate, human, labeled, purely, baseline, scenario] [pedestrian, detector, dpm, trained, learn, ssv, training, performance, learned, table, generic, train] [detection, appearance, object, precision, overlap, recall, based, generated, generate, cmusrd, correlation, town, bounding, video, framework, truth, static, three] [scene, approach, location, model, single, smoothness, localization, ground, mellon, pose, cij, carnegie] [data, proposed, method, min, problem, denotes, number, arg, range] [real, synthetic, camera, figure, ratio, geometry, computer, fourier, center, small, perspective, varying, account, simulated, second] [virtual, large, distance, resolution, image, outperforms, geometric, corresponding, spatial, applied]
Deep Filter Banks for Texture Recognition and Segmentation
Cimpoi, Mircea, Maji, Subhransu, Vedaldi, Andrea
Cimpoi, Mircea, Maji, Subhransu, Vedaldi, Andrea
[dataset, datasets, example, msrc, evaluation, domain, learning, visual, vision, set, contribution, collected, cub] [recognition, convolutional, cnn, performance, pooling, better, mit, deep, accuracy, pascal, fmd, dtd, orderless, extracted, trained, improves, cnns, network, size, layer, voc, input, crisp, imagenet, table, categorisation, advantage, pooled, technical, feature, fully, comparable] [segmentation, object, recognizing, performs] [indoor, scene, approach, shape, model, fact] [method, number, data, acc, vector, analysis, order] [material, computer, paper] [texture, image, region, best, descriptor, local, applied, sift, corresponding, well, large, computed]
Multiple Random Walkers and Their Application to Image Cosegmentation
Lee, Chulwoo, Jang, Won-Dong, Sim, Jae-Young, Kim, Chang-Su
Lee, Chulwoo, Jang, Won-Dong, Sim, Jae-Young, Kim, Chang-Su
[probability, rule, process, system, set, interactive] [input, recursion, achieve, accuracy, neural, fully, top, performance, connected] [foreground, cosegmentation, segmentation, node, stationary, background, multiple, based, agent, object, transition, wij, employing, walk, ncut, simulate, edge, eij, propose, interact, segment, icoseg] [initial, single, posterior, prior, dominant, point] [mrw, restart, random, proposed, clustering, distribution, algorithm, walker, graph, repulsive, data, concurrence, rwr, matrix, auv, spectral, computation, time, element, number, normalizing, note, experimental, taj, mahal] [figure, ieee, conventional, center, desired, red, result, developed, korea] [image, represents, distance, compute, computed]
Beyond the Shortest Path : Unsupervised Domain Adaptation by Sampling Subspaces Along the Spline Flow
Caseiro, Rui, Henriques, Joao F., Martins, Pedro, Batista, Jorge
Caseiro, Rui, Henriques, Joao F., Martins, Pedro, Batista, Jorge
[domain, source, adaptation, amazon, dslr, webcam, ssf, symd, visual, unsupervised, set, learning, paradigm, datasets, work, concept, wrapping, description, task, refer] [intermediate, recognition, caltech, map, training, advantage, fully, trained, representation] [target, object, multiple, complex, integrate, sod] [point, allows, kinematic, model, location] [curve, data, manifold, spline, geodesic, space, grassmann, sgf, tangent, proposed, riemannian, projection, order, matrix, number, rank, symmetric, subspace, problem, algorithm, represented, idea, euclidean, sen, orthogonal, special, son] [rolling, mode, smooth, shift, simple, real, presented, motion] [compute, computed, image, geometric, sampling, deal, large, respective, best, metric]
Spherical Embedding of Inlier Silhouette Dissimilarities
Littwin, Etai, Averbuch-Elor, Hadar, Cohen-Or, Daniel
Littwin, Etai, Averbuch-Elor, Hadar, Cohen-Or, Daniel
[embedding, set, subset, work, associated, amount, perform, illustration] [input, knn, unit, performance, feature] [measure, average, object, truth, group, correlation, based, union] [ground, point, approach, error, silhouette, shape, express, position] [matrix, method, exponential, graph, pairwise, optimization, space, number, geodesic, embed, chosen, function, problem, lie, note, algorithm, order, university, sparse] [rotation, technique, figure, camera, spherical, embedded, noise, sphere, screening, small, estimated, ieee, relative, equation, computer, examined, robust, pattern, requires, epipolar, real, calibration] [inlier, distance, dissimilarity, large, well, illustrated, similarity, compute, image]
Semantics-Preserving Hashing for Cross-View Retrieval
Lin, Zijia, Ding, Guiguang, Hu, Mingqing, Wang, Jianmin
Lin, Zijia, Ding, Guiguang, Hu, Mingqing, Wang, Jianmin
[set, semantic, learnt, supervised, learning, text, probability, predicted, unseen, instance, provided, vision, novel, work, wiki, dataset] [training, performance, size, learn, feature, output, learns, recognition, better, previous, effective] [propose, utilize] [regression, model, probabilistic] [hash, seph, hashing, code, kernel, data, hamming, proposed, logistic, matrix, formula, vector, optimal, binary, distribution, function, objective, minimizing, space, note, bit, mirflickr, largest, cmfh, transforming, derive, approximates] [conference, observed, international, quality, computer, acm, length, ieee, pattern] [query, corresponding, retrieval, sampling, image, view, well, database, preserve, similarity, benchmark, derived, calculated]
Object Proposal by Multi-Branch Hierarchical Segmentation
Wang, Chaoyang, Zhao, Long, Liang, Shuang, Zhang, Liqing, Jia, Jinyuan, Wei, Yichen
Wang, Chaoyang, Zhao, Long, Liang, Shuang, Zhang, Liqing, Jia, Jinyuan, Wei, Yichen
[learning, search, process, set, strategy, work, evaluate, automatic, positive, test] [stage, performance, training, train, loss, pascal, top, achieves, effective, generic, validation, negative, map, increase, previous, compared, setting] [object, merging, proposal, segmentation, recall, iou, hierarchical, branch, detection, complementary, branching, gop, threshold, bing, gls, multiple, merged, score, propose, segment, auc, box, truth, start, bounding, weight, svalid, based, strain] [initial, approach, starting, ground, neighboring, composition, structure] [greedy, number, method, algorithm, linear, order, curve, machine, university, journal] [degree, figure, small, computer] [image, rate, area, large, pair, best, comparison]
Ambient Occlusion via Compressive Visibility Estimation
Yang, Wei, Ji, Yu, Lin, Haiting, Yang, Yang, Bing Kang, Sing, Yu, Jingyi
Yang, Wei, Ji, Yu, Lin, Haiting, Yang, Yang, Bing Kang, Sing, Yu, Jingyi
[set, work, vision, novel] [map, reduce, input, comparable] [object, based, truth] [visibility, normal, surface, occlusion, approach, estimation, point, scene, ground, error, volume, challenging, term] [number, solution, directional, computational, function, binary, problem, vector, solve, sparse, optimization] [light, lighting, albedo, compressive, computer, ieee, pattern, conference, illumination, ambient, intrinsic, sensing, synthetic, photometric, camera, direction, recovering, technique, figure, stereo, color, captured, real, acm, imaging, coded, international, recovery, estimated, uniform, micro, measurement, geometry, encodable, hauagge, accurate, signal, adopt, lenslet, total, strategically, produce, rotation, scholar, ball, directly, recover, ray, distributed] [image, weighting, probe, local, compute, large, scheme]
Shape-Tailored Local Descriptors and Their Application to Segmentation and Tracking
Khan, Naeemullah, Algarni, Marei, Yezzi, Anthony, Sundaramoorthi, Ganesh
Khan, Naeemullah, Algarni, Marei, Yezzi, Anthony, Sundaramoorthi, Ganesh
[active, dataset, set, vision, entropy] [global, size, level, previous, contour, accuracy] [segmentation, object, based, boundary, oriented, uij, detection, indicates, tracking, multiple] [shape, ground, capture] [data, journal, method, respect, function, energy, solution, sample, denotes, note, application, solve, problem, vector, remark, solving] [computer, ieee, small, piecewise, international, conference, constant, figure, pattern, smooth, intensity, pixel, color, accurate, synthetic] [texture, image, local, stld, descriptor, region, gradient, scale, pde, textured, ois, compute, gpb, computed, aggregate, neighborhood, compare, textons, disocclusion, area, variation, consists, large, disocclusions]
Scalable Object Detection by Filter Compression With Regularized Sparse Coding
Chao, Ting-Hsuan, Lin, Yen-Liang, Kuo, Yin-Hsi, Hsu, Winston H.
Chao, Ting-Hsuan, Lin, Yen-Liang, Kuo, Yin-Hsi, Hsu, Winston H.
[set, dataset, perform, work, vision, system, process, learning, visual, collected, budget] [map, performance, functionality, convolution, accuracy, achieve, size, feature, better, recognition, conduct, larger, trained, training, loss, stage, learn, dpm, drop, reduce, intermediate, class, higher] [object, detection, score, memory, proposal, based, appearance, illustrate] [reconstruct, model, deformable, error, reconstruction] [sparse, method, coding, codebook, number, speedup, regularized, regularization, original, augmented, huge, computation, experiment, optimization, computational, matrix, codewords, complexity, linear, problem, space, freg, scalability, negligible, minimizing, proposed] [figure, computer, small, ieee, conference, produce, pattern, equation, regard, reconstructed, international, result] [large, difference, computing]
An Improved Deep Learning Architecture for Person Re-Identification
Ahmed, Ejaz, Jones, Michael, Marks, Tim K.
Ahmed, Ejaz, Jones, Michael, Marks, Tim K.
[set, learning, positive, test, summary, novel, labeled, report, visual, work, hard] [network, feature, layer, deep, input, architecture, negative, size, training, previous, convolution, convolutional, tied, performance, max, fully, connected, learned, passed, fpnn, trained, learn, map, smaller, identification, response, accuracy, representation, softmax] [state, art, performs] [model, approach, body] [data, method, rank, analysis, problem] [figure, small, ieee, computer, pattern, conference, presented] [neighborhood, person, image, metric, difference, patch, large, pair, local, rate, compare, viper, similarity, esdc, computed, sdalf, outperforms, itml, compute, kissme]
Understanding Classifier Errors by Examining Influential Neighbors
Kabra, Mayank, Robie, Alice, Branson, Kristin
Kabra, Mayank, Robie, Alice, Branson, Kristin
[example, set, learning, labeled, test, weak, label, fastboot, mispredicted, understand, user, active, labeling, unlabeled, prediction, jaaba, selected, positive, novel, understanding, system, interactive, wing, lda, inconsistently, add, mislabeled, work, indicated, insight, predicted, relevant, backup] [training, boosting, version, feature, learn, improve, recognition, imagenet, context, improvement] [behavior, measure, object, weight, propose, bootstrap, performs, score] [current, single, leaf, performed] [data, method, space, machine, algorithm, distribution, number, case, complexity, normalized, consider] [figure, median, opposite, small, estimate, examine] [distance, dissimilarity, closest, large, nearest, best, metric, image, sorted, sampled, well, fast, true]
Riemannian Coding and Dictionary Learning: Kernels to the Rescue
Harandi, Mehrtash, Salzmann, Mathieu
Harandi, Mehrtash, Salzmann, Mathieu
[learning, vision, supervised, set, positive, perform, example, unsupervised, introduce, visual, dataset, embedding] [recognition, training, achieved, table, discriminative, representation, learn, previous, version, learned, better, accuracy] [] [approach, term, reconstruction, shape, performed, point, introduced, prior, fact] [coding, riemannian, sparse, kernel, general, space, manifold, formulation, linear, euclidean, min, note, case, machine, tangent, vector, analysis, spd, special, form, solution, derive, problem, solving, hilbert, function, method, ksc, logarithm, data, gaussian, matrix, approximate, nonlinear, logx, geodesic, kslcc, objective, logp, covariance] [conference, computer, ieee, intrinsic, pattern] [dictionary, image, local, query, gradient, well]
Scalable Structure From Motion for Densely Sampled Videos
Resch, Benjamin, Lensch, Hendrik P. A., Wang, Oliver, Pollefeys, Marc, Sorkine-Hornung, Alexander
Resch, Benjamin, Lensch, Hendrik P. A., Wang, Oliver, Pollefeys, Marc, Sorkine-Hornung, Alexander
[test, baseline, set, perform, processing] [global, feature, window, input, subsampling, standard, stage, designed] [video, frame, based, tracking, cost, multiple, handling, sequence] [scene, reconstruction, pose, point, drift, structure, approach, sfm, estimation, current, step, error, initialization, bundle, adjustment, ground, visible] [optimization, time, method, linear, data, number, order, sparse, computation, selection, faster] [camera, figure, high, robust, reprojection, small, klt, quality, slam, light, motion, relative, unstructured, observed, calibration] [image, anchor, consistent, wide, well, large, densely, sampled, sift, resolution, globally, variance, stable, good, matching, scale, compute, establish]
Parsing Occluded People by Flexible Compositions
Chen, Xianjie, Yuille, Alan L.
Chen, Xianjie, Yuille, Alan L.
[vision, people, set, human, dataset, type, work, labeled, diagnostic, learning] [recognition, connected, standard, training, parsing, performance, convolutional, learn, max, neural] [score, evidence, object, appearance, wij, detection, node, state, multiple] [model, occlusion, tij, decoupling, visible, full, graphical, pose, body, composition, subtree, dependent, occluded, inference, approach, waf, idod, aop, pcp, absence, tji, prior, location, term, neighboring, modeling, estimation, wji, idpr, mixture, mgn, single] [graph, pairwise, base, number, method, suitable, space, lemma, form] [computer, pattern, figure, bias, relative, conference, presence, international, equation, measurement] [image, spatial, local, best, connectivity, computed]
Joint Calibration of Ensemble of Exemplar SVMs
Modolo, Davide, Vezhnevets, Alexander, Russakovsky, Olga, Ferrari, Vittorio
Modolo, Davide, Vezhnevets, Alexander, Russakovsky, Olga, Ferrari, Vittorio
[positive, test, search, set, evaluate, example, visual, task, subset] [sigmoid, window, training, negative, table, scored, global, better, ilsvrc, loss, pascal, isotonic, trained, voc, cnn, performance, output, map, calibrating, calibrate, class, exemplar, train, root, hog, ensemble, max, rooted, svm] [object, threshold, score, detection, recall, average, node, candidate] [joint, tree, independent, procedure, step, regression, single, subtree] [algorithm, optimal, solution, feasible, positively, number, optimization, method, space, note, pruning, consider, problem, satisfy, data, equivalent, approximate, function] [calibration, observation, figure, presented, small] [false, compare, globally, large, outperforms, image]
Holistic 3D Scene Understanding From a Single Geo-Tagged Image
Wang, Shenlong, Fidler, Sanja, Urtasun, Raquel
Wang, Shenlong, Fidler, Sanja, Urtasun, Raquel
[semantic, labeling, car, visual, help, dataset, set, freely] [map, performance, context, jointly, input, road, trained] [object, detection, segmentation, based, generate, bounding, employ, box, multiple] [depth, geographic, scene, holistic, pose, single, model, reconstruction, inference, approach, estimation, localization, cad, error, kitti, rad, shape, rendered, structure, osm, reasoning, edo, layout, challenging, fidler, render, initial, reason, prior, edep, point, provide, eseg, reader, potential, ground, current] [method, proposed, min, energy, encoding, solve, note, random, gaussian, algorithm, solving, minimizing] [median, figure, camera, paper, estimated, pixel, computer, rendering, relative] [image, well, geometric, local, dense, distance]
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
Yang, Linjie, Luo, Ping, Change Loy, Chen, Tang, Xiaoou
Yang, Linjie, Luo, Ping, Change Loy, Chen, Tang, Xiaoou
[car, dataset, attribute, benz, door, audi, test, prediction, labeled, bwm, vision, seat, volkswagen, compcars, rich, hatchback, type, interesting, side, convertible, categorization, datasets, predict, subset, learning, novel, baseline, suzuki, positive] [cnn, feature, table, recognition, deep, neural, training, train, observe, capturing, accuracy, class] [object, including, detection, three, series, appearance, utilized, entire, based, truth] [model, joint, face, viewpoint, challenging, ground, continuous] [number, data, maximum, sample, analysis, space, row, implicit] [figure, speed, computer, unique, suv, total, vehicle] [image, bayesian, large, displacement, pair, best]
DeepContour: A Deep Convolutional Feature Learned by Positive-Sharing Loss for Contour Detection
Shen, Wei, Wang, Xinggang, Wang, Yan, Bai, Xiang, Zhang, Zhijiang
Shen, Wei, Wang, Xinggang, Wang, Yan, Bai, Xiang, Zhang, Zhijiang
[learning, dataset, positive, set, natural, label, work, selected, versus, human, supervised, semantic, labeled, probability] [contour, deep, feature, loss, cnn, convolutional, learned, class, training, layer, neural, softmax, learn, performance, nyud, discriminative, negative, standard, output, architecture, network, generalization, structured, log, setting, apply, better, belongs, table, explore, unit, effective, size] [detection, object, edge, segmentation, truth, partition, based, background, contrast] [shape, ground, model, forest] [data, function, parameter, proposed, method, problem, binary, clustering, number, sparse, code] [pattern, ieee, figure, result, computer, color] [image, patch, local, gradient, cross, sketch]
Convolutional Feature Masking for Joint Object and Stuff Segmentation
Dai, Jifeng, He, Kaiming, Sun, Jian
Dai, Jifeng, He, Kaiming, Sun, Jian
[semantic, set, process, baseline, search, positive, domain, category] [feature, convolutional, stuff, cfm, table, pascal, training, voc, masking, design, network, layer, raw, sppnet, input, stochastic, spp, vgg, grass, apr, sgd, extracted, accuracy, pyramid, svm, validation, reported, selective, pooling, train, map, neural, cnn, deep, apply, fully, arxiv, rectangular, generic] [segment, segmentation, object, proposal, detection, based, candidate, combination, score, pursuit, iou, bounding, deterministic, generate, entire, mcg] [joint, single, model] [method, compact, binary, time] [figure, small, measured] [image, region, person, sampled, masked, spatial, impact]
A Fixed Viewpoint Approach for Dense Reconstruction of Transparent Objects
Han, Kai, Wong, Kwan-Yee K., Liu, Miaomiao
Han, Kai, Wong, Kwan-Yee K., Liu, Miaomiao
[pbc, existing, set] [level, table, accuracy, structured] [object, path, based, complex] [surface, reconstruction, error, position, shape, approach, point, normal, allows, viewpoint, volume, facet, model, sweeping, depth, single, ground] [proposed, method, problem, column, data, number, note, denote] [transparent, light, refractive, liquid, fep, reconstructed, pattern, refraction, figure, pbcs, camera, incident, reconstructing, noise, specular, setup, plane, alter, recovered, synthetic, relative, triangulating, simple, angular, angle, handle, real, tank, water, assumption, originates, stripe, contact, parametric, hemisphere, sin, enter, inhomogeneous, recover, kutulakos, intensity, captured, develop, center] [reference, image, distance, dense, pair, construct]
Low-Level Vision by Consensus in a Spatial Hierarchy of Regions
Chakrabarti, Ayan, Xiong, Ying, Gortler, Steven J., Zickler, Todd
Chakrabarti, Ayan, Xiong, Ying, Gortler, Steven J., Zickler, Todd
[set, consistency, visual, subset, vision, physical] [map, larger, global, table, representation] [framework, cost, hierarchical, multiple, organized, truth, measure, three] [scene, model, error, estimation, kitti, approach, term, ground, occluded, binocular, initial, slanted, noc] [data, optimization, iteration, minimization, computational, computation, objective, algorithm, alternating, number, note, lower, core, greater, lowest, explicitly, proposed, support] [stereo, ieee, degree, disparity, piecewise, second, figure, small, parallel, pixel, estimate, inliers, requires] [region, consensus, local, image, inlying, matching, scale, variational, overlapping, aggregation, spatial, benchmark, computed, well, includes, large, consistent]
Line Drawing Interpretation in a Multi-View Context
Favreau, Jean-Dominique, Lafarge, Florent, Bousseau, Adrien
Favreau, Jean-Dominique, Lafarge, Florent, Bousseau, Adrien
[existing, work, labeling, label, interactive] [input, design, composed, context, global, designed, standard, bridge] [three, interpretation, object, edge, eij, complex] [drawing, dominant, model, orientation, facet, reconstruction, scene, modeling, point, normal, prior, approach, regularity, single, error, dnew, imaginary, adjacent, robustness, structure, free, urban, align, shape, furniture, interpret, udata, term] [algorithm, energy, problem, house, optimization, update, random, orthogonal, method, parameter, main, respect, greedy, projection, regularization, data, space, running, number, drawn] [figure, noise, stereo, unknown, estimate, planar, presence, traced, geometry, high, computer, simple, direction] [compute, geometric, represents, well]
Toward User-Specific Tracking by Detection of Human Shapes in Multi-Cameras
Huang, Chun-Hao, Boyer, Edmond, do Canto Angonese, Bibiana, Navab, Nassir, Ilic, Slobodan
Huang, Chun-Hao, Boyer, Edmond, do Canto Angonese, Bibiana, Navab, Nassir, Ilic, Slobodan
[human, visual, strategy, set, association, subject] [input, better, apply, feature, previous, discriminative, training, testing, standard] [tracking, overlap, framework, frame] [surface, error, pose, shape, icp, forest, joint, regression, vertex, voxel, approach, mesh, normal, model, generative, vsuf, deformation, meshhog, voxels, patchedol, ground, averaged, silhouette, capture, volumetric, skeletal, bpsvm, current, straka, cagniart, split, coordinate, offset, depth] [method, data, vector, time, outlier, random, proposed, denoted, close] [figure, estimated, motion, black] [local, reference, correspondence, fail, image, large, distance, matching, compare, medical, metric]
Intra-Frame Deblurring by Leveraging Inter-Frame Camera Motion
Zhang, Haichao, Yang, Jianchao
Zhang, Haichao, Yang, Jianchao
[latent, set, work, process, exploit, existence] [standard, compared, better, effectiveness, level, advantage, jointly, effective] [video, frame, multiple, temporal, complementary, based, object, applicable, adaptive] [estimation, single, approach, term, model, scene, joint, typically] [method, proposed, kernel, min, problem, iteratively, update, data, solving, penalty, exploiting, operator] [motion, blur, deblurring, blurry, camera, figure, sharp, robust, deblurred, cho, blind, estimated, presence, ieee, observation, ringing, caused, uniform, optical, pattern, removing, quality, noise, zhang, spatially, directly, flow, observed, travis, result, synthetic, shake, estimating, estimate, produce] [image, psnr, ssim, restoration]
Salient Object Subitizing
Zhang, Jianming, Ma, Shugao, Sameki, Mehrnoosh, Sclaroff, Stan, Betke, Margrit, Lin, Zhe, Shen, Xiaohui, Price, Brian, Mech, Radomir
Zhang, Jianming, Ma, Shugao, Sameki, Mehrnoosh, Sclaroff, Stan, Betke, Margrit, Lin, Zhe, Shen, Xiaohui, Price, Brian, Mech, Radomir
[subitizing, vision, category, dataset, test, amt, existence, labeled, set, visual, human, predicting, mso, baseline, task, labeling, label, resorting, processing, sun, predicted, learning, european, consistency, evaluate, people] [recognition, cnn, accuracy, global, feature, performance, table, hog, neural, imagenet, training, output, convolutional, reported] [salient, object, detection, saliency, bounding, three, average, proposal, based, counting, threshold, detecting, precision] [model, single, provide, scene, localization, approach] [number, method, time, proposed, sample, consistently, analysis, gist, row] [conference, computer, ieee, pattern, international, figure, simple, small, viewing, technique, tested] [image, cell, implementation, large, proportion]
Hierarchical-PEP Model for Real-World Face Recognition
Li, Haoxiang, Hua, Gang
Li, Haoxiang, Hua, Gang
[vision, set, learning, process, labeled, selected, work, report, baseline, supervised, dataset] [pep, recognition, representation, discriminative, layer, training, feature, accuracy, lde, performance, size, build, table, observe, deep, train, hierarchicalpep, apply, cosine, reduce, previous] [video, propose, based, appearance, hierarchical, multiple] [face, model, joint, pose, elastic, full] [dimensionality, pasc, method, machine, analysis, algorithm, data, experiment, reduction, working, linear, number, selection] [computer, ieee, conference, pattern, figure, simple, international, equation] [image, sift, bayesian, pca, similarity, consists, lfw, patch, pair, matching, comparison, construct, hierarchy, discriminant]
The Common Self-Polar Triangle of Concentric Circles and Its Application to Camera Calibration
Huang, Haifei, Zhang, Hui, Cheung, Yiu-ming
Huang, Haifei, Zhang, Hui, Cheung, Yiu-ming
[common, relationship, share, vision, process, side] [level, table] [three, based, calculate, disjoint, extract] [triangle, point, step, vertex, approach, model, provide, scene] [method, machine, support, matrix, analysis, respect, eigenvectors, proposition, china, tangent, theorem, form, algorithm, orthogonal, linear, cholesky, orthogonality, conjugate, note] [calibration, concentric, camera, circle, center, vanishing, pattern, imaged, figure, conic, ieee, noise, polar, recover, absolute, circular, computer, opposite, planar, intersect, international, recovered, coplanar, relative, focal, real, pixel, length, property, projective, plane, paper, accurate, scalar, technique, second, recovery, theory, ying, iac] [image, consists, good]
Taking a Deeper Look at Pedestrians
Hosang, Jan, Omran, Mohamed, Benenson, Rodrigo, Schiele, Bernt
Hosang, Jan, Omran, Mohamed, Benenson, Rodrigo, Schiele, Bernt
[test, set, learning, task, default, work, datasets] [pedestrian, training, caltech, alexnet, cifarnet, table, convnets, network, performance, convnet, convolutional, neural, squareschnftrs, trained, layer, previous, input, imagenet, validation, size, deep, decision, top, detector, scf, improves, additional, sdn, stride, better, architecture, acf, spatialpooling, window, reach, improvement, ldcf, feature, katamari, jointdeep, improve, pool, competitive, recognition, published, negative, max, pascal] [detection, proposal, object, iou, indicates, edgeboxes, recall] [kitti, model, provide] [data, method, number, consider] [quality, small, figure, ratio] [best, large, good, despite, image]
Learning to Segment Moving Objects in Videos
Fragkiadaki, Katerina, Arbelaez, Pablo, Felsen, Panna, Malik, Jitendra
Fragkiadaki, Katerina, Arbelaez, Pablo, Felsen, Panna, Malik, Jitendra
[ranking, set, work, learning, generation] [detector, cnn, performance, previous, network, training, convolutional, trained, combining, architecture, layer, input, increase] [object, moving, trajectory, segmentation, static, frame, video, segment, detection, objectness, boundary, tube, proposal, multiple, supervoxel, background, multiscale, average, moseg, score, mop, bounding, box, based, union, tracking, intersection, hierarchical, boost] [point, challenging, capture, rgb] [method, number, clustering, random, consider, proposed, denote, code, effectively] [motion, optical, figure, pixel, extend] [image, large, best, dense, well, compute, compare, benchmark, displacement, rate, weighted, outperforms]
GMMCP Tracker: Globally Optimal Generalized Maximum Multi Clique Problem for Multiple Object Tracking
Dehghan, Afshin, Modiri Assari, Shayan, Shah, Mubarak
Dehghan, Afshin, Modiri Assari, Shayan, Shah, Mubarak
[set, association, hard, selected, scenario] [network, layer, input, size, global, table, performance, reported, better] [tracking, dummy, gmmcp, gmcp, appearance, node, tracker, tracklets, edge, track, multiple, cost, object, based, detection, integer, weight, adn, tracklet, propose, formulate, target, lot, parking, mot, town, online, segment] [model, program, occlusion, allows, quantitative] [graph, problem, solution, number, clique, maximum, cluster, method, data, proposed, optimization, batch, constraint, time, complexity, order, function, vector, multi, binary, form, formulation, variable, computational, original] [motion, generalized, real, second, equation, figure, length, small, paper] [implementation, similarity]
Learning Graph Structure for Multi-Label Image Classification via Clique Generation
Tan, Mingkui, Shi, Qinfeng, van den Hengel, Anton, Shen, Chunhua, Gao, Junbin, Hu, Fuyuan, Zhang, Zhen
Tan, Mingkui, Shi, Qinfeng, van den Hengel, Anton, Shen, Chunhua, Gao, Junbin, Hu, Fuyuan, Zhang, Zhen
[label, set, learning, relevant, active, prediction, knowledge, identify, conditional] [performance, loss, max, feature, table, neural, output, learned, learn, structured, cnn, stochastic, pascal, better, map, input] [propose, based] [scene, structure, tree, model, capture, joint, approach, graphical, inference, probabilistic] [data, graph, problem, cgm, method, solving, hamming, clique, arg, number, dual, random, proposed, objective, chowliu, algorithm, plem, ssvm, vector, multilabel, min, convex, plst, solve, sparse, mmoc, lead, update, solution, binary, mapping, denotes, programming, note, proximal, exploiting, coding, basic, optimization, sparsity, constraint] [figure, synthetic, ieee, adopt] [image, comparison]
Video Magnification in Presence of Large Motions
Elgharib, Mohamed, Hefeeda, Mohamed, Durand, Fredo, Freeman, William T.
Elgharib, Mohamed, Hefeeda, Mohamed, Durand, Fredo, Freeman, William T.
[processing, noisy, reveal, user] [gate, global, larger, input, stage, feature] [sequence, video, frame, generate, youtube, temporal, foreground, temporally, background, generated, mask, parking, interest, entire, eye, handling, nearby, moving] [approach, addition, current, model] [original, time, number, composite] [motion, eulerian, dvmag, lagrangian, generates, examined, stabilization, technique, small, optical, magnify, dashed, white, yellow, figure, estimate, subtle, liu, matting, roi, stabilized, red, slice, integrity, remove, bulb, blue, klt, phase, rectangle, vibration, acm, magnifying, compositing, examine, magnified, gun, estimated] [large, reference, image, ssim, region, remaining, blurring, texture, synthesis, compare]
Flying Objects Detection From a Single Moving Camera
Rozantsev, Artem, Lepetit, Vincent, Fua, Pascal
Rozantsev, Artem, Lepetit, Vincent, Fua, Pascal
[dataset, vision, correct, weak, learning, datasets, variety, set] [size, training, performance, achieve, train, hog, effective, detector, hybrid, smaller, adaboost] [aircraft, object, detection, uav, compensation, background, appearance, moving, average, drone, precision, subtraction, target, based, detect, video, complex, apparent, frame, uavs, compensate, course, illustrates, detecting, consecutive, three] [approach, collision, single, allows, rely, challenging, regressors, detected, position] [method, algorithm, machine, number, random, case, problem, close] [motion, optical, center, computer, conference, small, camera, figure, pattern, shift, stabilization, international, ieee, inside, second, horizontal, vertical] [image, large, fast, patch, aerial, comparison, compare]
Line-Based Multi-Label Energy Optimization for Fisheye Image Rectification and Calibration
Zhang, Mi, Yao, Jian, Xia, Menghan, Li, Kai, Zhang, Yi, Liu, Yaping
Zhang, Mi, Yao, Jian, Xia, Menghan, Li, Kai, Zhang, Yi, Liu, Yaping
[selected, label, automatic, set, automatically, work, source, select] [sharing, extracted, belonging] [three, extraction, based, candidate, regarded, cost, edge, correctly, long, framework] [point, term, detected, estimation, model, approach, single, initial] [algorithm, proposed, method, energy, optimization, data, function, selection, problem, minimum, number, clustering, experimental, graph, projection, denoted, penalty, represented, minimization, general] [circular, plane, camera, arc, calibration, perspective, intrinsic, figure, clustered, olqn, catadioptric, center, synthetic, estimating, estimate, conic, mleo, distortion, rms, straight, sphere, real, constrains, central, smooth, commercial, presented, distorted, circle, simulated, software, deviation, flufxodu, technique, downloaded] [image, corresponding, radius, local, represents, difference]
Adaptive Eye-Camera Calibration for Head-Worn Devices
Perra, David, Kumar Gupta, Rohit, Frahm, Jan-Michael
Perra, David, Kumar Gupta, Rohit, Frahm, Jan-Michael
[system, visual, user, human, vision, active, relationship, natural, subject, sim] [window, size, global, accuracy, additional, combining, performance] [eye, saliency, interest, salient, average, tracking, based, adaptive] [gaze, error, model, estimation, corneal, pupil, approach, point, scene, gullstrand, environment, continuous, por, allows, projected, pose, require, guestrin, face, coordinate, chen, current] [optimal, method, proposed, time, order, number, lowest] [calibration, center, figure, camera, axis, ieee, device, computer, conference, estimate, international, technique, pattern, accurate, light, plane, regard, optical, presented, estimated] [locally, image, transformation, scheme, distance, local, june]
Modeling Object Appearance Using Context-Conditioned Component Analysis
Turmukhambetov, Daniyar, Campbell, Neill D.F., Prince, Simon J.D., Kautz, Jan
Turmukhambetov, Daniyar, Campbell, Neill D.F., Prince, Simon J.D., Kautz, Jan
[visual, set, dataset, vision, learning, example, test, datasets, active, semantic, address] [context, training, recognition, hidden, learn, table, additional, log] [appearance, object, segmentation] [model, xij, face, reconstruction, cij, approach, error, hif, argmax, shape, term, generative, modeling, regression, inpainted, structure, allows] [vector, subspace, function, form, inpainting, number, analysis, solution, matrix, parameter, linear, general, space, case, gaussian, yij, principal, problem, proposed] [computer, equation, pixel, figure, conference, international, pattern, rotation, estimate, color, component, varying, parametric, translation, noise] [image, consists, corresponding, dense, sift, spatial]
Displets: Resolving Stereo Ambiguities Using Object Knowledge
Guney, Fatma, Geiger, Andreas
Guney, Fatma, Geiger, Andreas
[vision, set, semantic, european, evaluation, category, processing] [recognition, map, performance, input, class, training, table, cnn] [object, superpixels, segmentation, superpixel, based, combination] [model, displets, error, kitti, displet, cad, unary, reconstruction, smoothness, scene, hull, mesh, shape, challenging, term, single, surface, depth, current, inference, sgm, joint, plausible] [number, machine, analysis, proposed, method, energy, intelligence, denotes, space, data, problem, order, encourage, random, respect, algorithm] [stereo, computer, ieee, disparity, pattern, international, plane, pixel, figure, simple, robust, inverse] [image, matching, pair, well, large, local, corresponding, dense, illustrated]
Time-to-Contact From Image Intensity
Watanabe, Yukitoshi, Sakaue, Fumihiko, Sato, Jun
Watanabe, Yukitoshi, Sakaue, Fumihiko, Sato, Jun
[source, relationship, green] [size, previous] [object, indicates, propose, moving, complex, three, based, tail, consecutive] [point, surface, term, orientation, described, normal, wall, environment, ground, estimation, head] [method, time, case, proposed, consider, experimental, exists, order, move, derive] [light, ambient, intensity, observed, estimated, estimate, estimating, camera, figure, result, motion, vehicle, radiance, blue, derivative, brightness, photometric, illuminated, observation, red, conference, eliminates, direction, speed, computer, constant, vertical, contact, noise, horizontal, real, small, black, proportional, moved, inversely, angle, caused, cube, plaster, disappears, eliminate, extend] [image, distance, geometric, computing, change, computed, stable, comparing, large]
Transferring a Semantic Representation for Person Re-Identification and Search
Shi, Zhiyuan, Hospedales, Timothy M., Xiang, Tao
Shi, Zhiyuan, Hospedales, Timothy M., Xiang, Tao
[attribute, learning, unsupervised, semantic, domain, search, surveillance, supervised, annotated, transfer, fashion, adaptation, clothing, existing, latent, visual, weakly, human, source, colour, datasets, annotation, category, bag, set, description, dasa, evaluate, people, weak, dataset] [representation, auxiliary, factor, learned, performance, table, svm, training, feature, supervision, train, compared, learn, accuracy] [target, appearance, strong, framework, final, generate, based, including, detection] [model, approach, joint, generative, single, face] [data, mrf, vector, method, matrix, number, binary, consider, studied, sample, dimensional] [camera, blue, paper, color] [person, image, query, patch, matching, compute, well, viper]
Robust Video Segment Proposals With Painless Occlusion Handling
Wu, Zhengyang, Li, Fuxin, Sukthankar, Rahul, Rehg, James M.
Wu, Zhengyang, Li, Fuxin, Sukthankar, Rahul, Rehg, James M.
[vision, evaluation, annotator, system, set, dataset, report, human, semantic, work, european] [training, size, testing, previous, pool, feature, table, better] [video, segment, object, frame, segmentation, track, tracking, lso, appearance, overlap, truth, score, framework, proposal, target, detection, handling, average, long, propose, lsos, start, tracked, hierarchical, merge, backtracking, moving, updated, preliminary, tracker, generated, entire, temporal] [occlusion, ground, occluded, model, complete, free, approach, step, regression, single, starting] [algorithm, number, matrix, method, time, original, clique, note, order, problem, graph, move] [computer, conference, ieee, pattern, motion, international, handle, figure, assume, tested] [image, metric]
Face Alignment Using Cascade Gaussian Process Regression Trees
Lee, Donghoon, Park, Hyunsin, Yoo, Chang D.
Lee, Donghoon, Park, Hyunsin, Yoo, Chang D.
[dog, learning, prediction, set, dataset, process, vision, test, randomly] [training, cascade, recognition, learned, log, smoothing, feature, input, extracted, compared, better, distant] [based, framework, nearby, extraction] [shape, regression, cgprt, face, split, gprt, predictive, facial, helen, tree, lfpw, landmark, crt, alignment, leaf, depicted, performed, described, gprts, fall, estimation, lbf, point, error] [gaussian, number, method, function, data, proposed, kernel, regularization, greedy, computation, note, variable, random, binary] [computer, figure, ieee, conference, estimate, pattern, pixel, equation, second, international] [sampling, local, comparison, retinal, computed, difference, similarity, gradient, consists, distance]
Regularizing Max-Margin Exemplars by Reconstruction and Generative Models
Rubio, Jose C., Ommer, Bjorn
Rubio, Jose C., Ommer, Bjorn
[positive, learning, set, visual, lda, category, vision, mining, hard, esvm, domain, popular, search, process] [training, exemplar, negative, performance, margin, hog, trained, representation, recognition, discriminative, pascal, mlda, voc, train, additional, dpm, class, feature, structured, improve, table, size, generalization] [object, bounding, detection, propose, multiple, average, based, three] [model, reconstruction, generative, approach, single, localization, prior, neighboring] [original, regularization, distribution, covariance, optimization, optimal, maximum, sample, number, matrix, approximation, method, data, order, linear, computationally] [figure, computer, conference, pattern, estimate, quality, ieee] [image, large, good, wavelet, corresponding, well, nearest, patch, region]
A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves
Dogan, Gunay, Bernal, Javier, Hagwood, Charles R.
Dogan, Gunay, Bernal, Javier, Hagwood, Charles R.
[hard, set, closed, work] [table, increasing, accuracy, global, smaller, better] [boundary, cost, propose, based] [shape, point, leaf, elastic, constrained, starting, discrete, current, performed, kabsch] [algorithm, computation, iterative, curve, geodesic, optimization, time, data, energy, easy, number, linear, nonlinear, optimal, complexity, respect, graph, running, analysis, exact, solution, computational, faster, limacon, minimum, note, srivastava, lower, discretization, quadratic, original, diffeomorphism, matrix, case] [synthetic, figure, small, rotation, computer, planar, produced, numerical] [distance, cell, fast, compute, computed, large, retrieval, grid, well, gradient, local]
Reflection Removal for In-Vehicle Black Box Videos
Simon, Christian, Kyu Park, In
Simon, Christian, Kyu Park, In
[vision, car, example, set, selected, processing, domain] [layer, input, brown, previous] [box, average, background, video, moving, multiple, frame, divided, sequence, utilized, forward, including, based] [prior, scene, model, single, mixture, approach, performed, point, surface, initial, detected, robustness, described] [proposed, method, distribution, problem, optimization, function, number, min, sparse, algorithm, machine, analysis, sparsity, time] [separation, figure, black, ieee, computer, conference, pattern, result, angular, windscreen, separate, derivative, vanishing, sarel, camera, remove, removal, motion, outdoor, captured, international, conventional, glass, produce, separating, median, color] [image, gradient, fast, comparison, applied, region, denoising, separated, compare]
Tree Quantization for Large-Scale Similarity Search and Classification
Babenko, Artem, Lempitsky, Victor
Babenko, Artem, Lempitsky, Victor
[set, search, learning, dataset, datasets, evaluate, process, evaluation] [training, accuracy, global, advantage, learned, table, neural, representation, better, fisher] [assigned, recall, average, edge, performs] [tree, error, reconstruction, inference, structure, vertex] [otq, encoding, quantization, codebook, coding, product, codebooks, vector, opq, dimension, compressed, uncompressed, code, codewords, optimal, apq, codeword, number, optimized, euclidean, minimization, quantizer, main, sum, method, additive, complexity, approximate, faster, data, linear, binary, assignment, time, graph, composite, orthogonality, pairwise] [scalar, figure, rotation] [compression, nearest, neighbor, large, scheme, distance, retrieval, well, fast, query, compare, image]
Integrating Parametric and Non-Parametric Models For Scene Labeling
Shuai, Bing, Wang, Gang, Zuo, Zhen, Wang, Bing, Zhao, Lifan
Shuai, Bing, Wang, Gang, Zuo, Zhen, Wang, Bing, Zhao, Lifan
[labeling, label, learning, semantic, vision, transfer, set, visually, natural, work] [global, cnn, feature, belief, class, convolutional, context, neural, network, table, recognition, better, discriminative, learned, training, stanford, cnns, size, performance, accuracy, achieved, fed, integrating, nonparametric, input, road, deep, siftflow, sand, reported, learn, parsing, achieve, layer, pooling, softmax] [based, likelihood, background, integration, average, object, final] [scene, model, potential, estimation, building, sea, pose] [energy, function, method, clique, denotes, data] [computer, pixel, ieee, conference, pattern, figure, result, parametric, presented, equation, international, frequency, sky] [local, image, nearest, metric, large, sift, distance, spatial, comparison]
Mining Semantic Affordances of Visual Object Categories
Chao, Yu-Wei, Wang, Zhan, Mihalcea, Rada, Deng, Jia
Chao, Yu-Wei, Wang, Zhan, Mihalcea, Rada, Deng, Jia
[verb, semantic, affordances, visual, affordance, knowledge, work, human, plausibility, language, google, mining, collaborative, vision, synset, car, predict, sense, horse, bird, selectional, cat, operate, dog, common, cow, boat, bottle, bicycle, search, airplane, plant, side, sheep, noun, couch, dining, returned, textual, motorcycle, potted, text, learning, dataset, question, predicting, hurt, answer, natural, visualness] [train, table, recognition, chair, feed, bus, pascal, representation, top] [object, action, precision, average, recall, score, based, truth] [ground, prior, performed] [number, matrix, problem, computational, data, lsa] [computer, ieee, international, pattern, figure] [person, image, false]
Causal Video Object Segmentation From Persistence of Occlusions
Taylor, Brian, Karasev, Vasiliy, Soatto, Stefano
Taylor, Brian, Karasev, Vasiliy, Soatto, Stefano
[set, domain, causal, work, evaluation, perform, evaluate, knowledge, report] [layer, max, previous, training, extracted] [video, object, segmentation, occluder, foreground, precision, recall, temporal, partition, appearance, docc, based, cost, detection, moving, tracking, entire, violating, framework, truth, frame] [occlusion, occluded, depth, prior, model, full, ordering, estimation, term, ground, occluding, current, approach, described, visible, front] [optimization, row, convex, time, min, problem, method, constraint, algorithm, note, binary, function, regularization, sample, number] [motion, optical, figure, requires, result, small, pixel, determining] [image, region, scheme, computed, large, local, comparison]
Multiple Instance Learning for Soft Bags via Top Instances
Li, Weixin, Vasconcelos, Nuno
Li, Weixin, Vasconcelos, Nuno
[positive, bag, mil, soft, instance, separability, learning, supervised, datasets, prediction, expected, source, labeling, set, label, dataset, concept, annotation, separator, indicator, rule, semantic, study, popular, latent, example, evaluation, tlc, weakly, human] [negative, representation, top, svm, performance, feature, training, accuracy, table, setting, larger, max, better, learn, margin] [three, multiple, based, score, combinatorial, object] [fact, composition, procedure] [number, problem, theorem, note, function, proposed, vector, consider, method, linear, optimal, space, bound, support, convex, theoretical, data, solution, programming, empirical] [figure, conventional, small, uniform, generalized] [image, weighted, best, large, separable, weighting, consistent, benchmark, considered]
Multiclass Semantic Video Segmentation With Object-Level Active Inference
Liu, Buyu, He, Xuming
Liu, Buyu, He, Xuming
[semantic, learning, set, active, labeling, consistency, select, relation, introduce, evaluate, entropy, selected, subset, focus, include] [crf, class, performance, accuracy, table, learn, build, multiclass, achieve, improve, parsing, learned, jointly, train, better] [object, video, supervoxel, segmentation, based, policy, subgraph, three, hypothesis, subgraphs, hmn, detection, average, state, generate, singleton, foreground, score, imitation, formulate, multiple, sequence] [inference, model, scene, potential, joint, occlusion, ordering, unary, full, approach, structure, current, forest] [number, method, selection, pairwise, optimal, algorithm, approximate, random, proposed] [figure, informative, pixel, develop, liu, computer] [dense, pair, compute, choose, large]
Effective Face Frontalization in Unconstrained Images
Hassner, Tal, Harel, Shai, Paz, Eran, Enbar, Roee
Hassner, Tal, Harel, Shai, Paz, Eran, Enbar, Roee
[photo, vision, learning, soft, labeled, appear, work, system] [recognition, performance, feature, reported, previous, input, frontal, standard, hybrid, accuracy, effective, better, highly] [based, appearance] [face, facial, visibility, shape, surface, model, alignment, estimation, single, gender, pose, aligned, approach, coordinate, detected, facing, visible, rough] [method, matrix, projection, symmetric, problem, code, approximation, guarantee, order, university] [symmetry, pixel, figure, estimate, pattern, produced, geometry, produce, estimating, result, estimated, computer, varying, rotation] [frontalized, reference, query, frontalization, view, image, lfw, unconstrained, adience, despite, corresponding, similarity, lbp, local, benchmark, well, fplbp, funneled, extreme]
Action Recognition With Trajectory-Pooled Deep-Convolutional Descriptors
Wang, Limin, Qiao, Yu, Tang, Xiaoou
Wang, Limin, Qiao, Yu, Tang, Xiaoou
[dataset, learning, human, datasets, set, visual, describe, evaluation] [feature, convolutional, convnets, recognition, deep, tdd, tdds, improved, performance, pooling, map, net, training, input, size, channel, table, effective, layer, extracting, conduct, discriminative, fisher, convnet, representation, trained, learn, accuracy, architecture, neural] [action, video, temporal, trajectory, spatiotemporal, based, extraction, extract, hof, complementary] [point, model, single] [dimension, number, method, proposed, original, vector, fusion] [optical, motion, figure, high] [spatial, normalization, local, large, dense, descriptor, choose, sampling, image, called, best]
Weakly Supervised Localization of Novel Objects Using Appearance Transfer
Rochan, Mrigank, Wang, Yang
Rochan, Mrigank, Wang, Yang
[novel, familiar, learning, word, weakly, labeled, vision, work, set, transfer, knowledge, supervised, semantic, collection, annotated, dataset, goal, car, visual, cat, bird, horse, dog, cow, embedding, transferring, collect, boat, european, processing, datasets, access, subset] [pascal, class, table, voc, learned, feature, train, imagenet, training, learn, apply] [object, appearance, bounding, box, localize, video, propose, combined, based, corloc, edge, combination, proposal] [model, approach, term, localization, reconstruction] [method, vector, data, linear, denote, algorithm, parameter, number, proposed, consider, machine] [computer, conference, ieee, pattern, figure, international, society, assume] [image, large, compare]
First-Person Pose Recognition Using Egocentric Workspaces
Rogez, Gregory, Supancic, III, James S., Ramanan, Deva
Rogez, Gregory, Supancic, III, James S., Ramanan, Deva
[set, work, add, human, noisy] [feature, training, map, recognition, svm, global, size, performance, previous, additional, implement, classifying] [egocentric, generate, object, detection, tracking, correctly, weight, score, background, plot] [depth, hand, pose, voxels, volumetric, quantized, workspace, volume, model, joint, estimation, binarized, front, cloud, voxel, approach, coordinate, single, manipulating, visible, interacting, capture, manipulated, fall, body, allows] [data, binary, sparse, linear, tensor, note, vector] [camera, figure, synthetic, perspective, simple, spherical, computer, pixel, varying, orthographic, conference, international, produce, ieee] [image, arm, local, corresponding, grid, outperforms, cvpr, virtual, large, compare, vary]
Simultaneous Time-of-Flight Sensing and Photometric Stereo With a Single ToF Sensor
Ti, Changpeng, Yang, Ruigang, Davis, James, Pan, Zhigeng
Ti, Changpeng, Yang, Ruigang, Davis, James, Pan, Zhigeng
[source, system, novel, vision, perform] [map, better, accuracy, capturing] [based, multiple, truth, weight, foreground, three] [depth, normal, point, position, surface, mesh, ground, scene, error, single, mirror, approach, model, term, shadow, estimation, capture] [fusion, original, method, range, extra, algorithm, iterative, optimization, data, proposed] [light, tof, phase, photometric, stereo, distributed, sensor, figure, delay, intensity, plane, setup, caused, ieee, calibration, camera, sin, second, computer, captured, requires, frequency, modulation, imaging, pattern, conference, sensing, acm, classic, dij, enhance, pmd, estimated, estimate, interference, angular, enable, planar, hardware] [image, distance, scheme, bilateral, calculated, metric]
Active Learning and Discovery of Object Categories in the Presence of Unnameable Instances
Kading, Christoph, Freytag, Alexander, Rodner, Erik, Bodesheim, Paul, Denzler, Joachim
Kading, Christoph, Freytag, Alexander, Rodner, Erik, Bodesheim, Paul, Denzler, Joachim
[active, learning, vision, dataset, unlabeled, expected, emoc, unnameable, label, discovery, example, set, labeled, coco, labeling, erm, work, process, risk, european, annotator, selecting, evaluating, select, pknn, probability, rejected, entropy, unrelated, discover, visual] [class, output, recognition, accuracy, training, loss, previous] [object, density, principle, including] [model, regression, approach, face, valid, current, uncertainty, step, realistic] [data, binary, gaussian, problem, random, machine, number, usps, method, sample, empirical, function, respect, code, case] [conference, computer, international, unknown, technique, high, estimate, pattern, estimated, figure] [change, query, large, image]
Learning to Compare Image Patches via Convolutional Neural Networks
Zagoruyko, Sergey, Komodakis, Nikos
Zagoruyko, Sergey, Komodakis, Nikos
[positive, learning, dataset, test, set, baseline, evaluation, vision, variety] [network, layer, convolutional, neural, performance, input, training, size, architecture, decision, top, trained, feature, spp, simonyan, better, pooling, learn, deep, fully, connected, output, etal, outperform, relu, train, shared, increasing, notredame] [branch, cost] [error, depth, approach] [function, siam, case, mrf, proposed, number, basic] [stereo, figure, computer, ieee, pattern, central, directly, photometric, account] [image, siamese, patch, rate, similarity, false, comparing, descriptor, matching, spatial, local, corresponding, sift, true, consists, wide, computed, mser, computing, liberty, compare, yosemite, applied, benchmark]
Watch-n-Patch: Unsupervised Understanding of Actions and Relations
Wu, Chenxia, Zhang, Jiemi, Savarese, Silvio, Saxena, Ashutosh
Wu, Chenxia, Zhang, Jiemi, Savarese, Silvio, Saxena, Ashutosh
[topic, human, unsupervised, set, word, learning, dataset, probability, correlated, interactive, document, evaluate, semantic, indicating] [learned, recognition, training, table, output, performance, learn] [action, temporal, video, activity, forgotten, segment, segmentation, assigned, skeleton, patching, complex, wnd, detection, online, znd, frame, correctly, xkc, sequence, extract, multiple, object, tmnd, hmm, hierarchical, tnd] [model, modeling, rgb, approach, kinect, challenging, structure, prior, normal, capture, recorded, body] [time, distribution, consider, number, order, pairwise, missing, drawn, assignment] [relative, figure, absolute, completely, motion] [well, sampling, local]
Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation
Gao, Lianli, Song, Jingkuan, Nie, Feiping, Yan, Yan, Sebe, Nicu, Tao Shen, Heng
Gao, Lianli, Song, Jingkuan, Nie, Feiping, Yan, Yan, Sebe, Nicu, Tao Shen, Heng
[learning, label, annotation, set, datasets, ssl, address, noisy, visual, existing, labeled, unlabeled, dataset, work] [performance, training, feature, map, representation, better, learn, adding, achieve, improved] [multiple, based, precision, video, recall, propose] [model, sij, approach, term, reconstruction, point] [graph, data, ogl, optimal, function, min, objective, tagged, construction, method, lgc, sparse, subspace, linear, number, update, manifold, proposed, problem, optimizing, regularization, university, iterative, rank, pairwise, fasttag, harmonic, yan, solve, rest] [ieee, robust, figure, high, color] [image, partial, similarity, lle, ixmas, compare, large, construct, local, variance]
DeepEdge: A Multi-Scale Bifurcated Deep Network for Top-Down Contour Detection
Bertasius, Gedas, Shi, Jianbo, Torresani, Lorenzo
Bertasius, Gedas, Shi, Jianbo, Torresani, Lorenzo
[human, predict, learning, vision, prediction, perform, dataset] [contour, convolutional, architecture, feature, network, layer, pooling, deep, knet, input, table, trained, bifurcated, training, accuracy, achieves, train, labelers, negative, deepedge, neural, size, higher, recognition, fully, combining] [detection, object, branch, edge, candidate, average, multiple, extract, generate, considering, three, precision, truth] [regression, approach, point, ground, single] [method, number, note] [center, high, figure, pattern, computer, produced, small, second, ieee, presence, produce] [image, fraction, computed, patch, false, scale, marked]
Picture: A Probabilistic Programming Language for Scene Perception
Kulkarni, Tejas D., Kohli, Pushmeet, Tenenbaum, Joshua B., Mansinghka, Vikash
Kulkarni, Tejas D., Kohli, Pushmeet, Tenenbaum, Joshua B., Mansinghka, Vikash
[vision, human, language, learning, summary, automatically, automatic, set, dataset, latent, work, representative] [neural, representation, deep, layer, stochastic, convolutional, learned, trained, discriminative, network, arxiv] [object, proposal, based, complex, monte, generate, density, likelihood, hypothesized, appearance] [inference, program, scene, probabilistic, picture, model, generative, pose, face, shape, approach, sreal, elliptical, modeling, supplementary, reconstruction, continuous, single, error, earlier, render, mcmc, express, tolerance, quantitative] [random, approximate, programming, function, data, trace, kernel, number, code, gaussian] [figure, observed, rendering, computer, slice, inverse, camera, conference] [image, bayesian, fast, large]
Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization
Valentin, Julien, Niessner, Matthias, Shotton, Jamie, Fitzgibbon, Andrew, Izadi, Shahram, Torr, Philip H. S.
Valentin, Julien, Niessner, Matthias, Shotton, Jamie, Fitzgibbon, Andrew, Izadi, Shahram, Torr, Philip H. S.
[set, predicted, entropy, predict, work, probability, randomly, vision, test] [training, table, train, top, accuracy, feature, better] [hypothesis, state, candidate, art, node, propose] [pose, regression, scene, relocalization, isotropic, tree, anisotropic, error, forest, mixture, model, continuous, approach, kabsch, uncertainty, leaf, point, described, coordinate, percentage, predicts, current, body, rigid] [proposed, energy, optimization, method, gaussian, note, distribution, space, update, random, empirical, function, ransac, main, convergence, algorithm, mapping, machine, gaussians] [camera, pixel, computer, pattern, robust, observed, estimate, slam] [sampling, sampled, good, corresponding, image, difference, comparison, major, distance, metric]
Fusing Subcategory Probabilities for Texture Classification
Song, Yang, Cai, Weidong, Li, Qing, Zhang, Fan, Dagan Feng, David, Huang, Heng
Song, Yang, Cai, Weidong, Li, Qing, Zhang, Fan, Dagan Feng, David, Huang, Heng
[probability, dataset, test, visual, generation, contribution, datasets, set, representativeness] [subcategory, feature, svm, subcategories, sck, class, performance, caffe, ifv, compared, training, fmd, belonging, design, higher, fck, representation, better, dtd, multiclass, discriminative, convolutional, improvement, cotton, trained, qck, bread, accuracy, improve, table, rck] [based, three, object, segmentation, weight] [model, challenging, performed, fused, represent] [data, method, clustering, vector, subspace, cluster, sparse, number, fusion, matrix, analysis, approximated, encoding, lower, proposed, support] [figure, ieee, paper, pattern, second] [texture, image, computed, distinctiveness, local, difference, descriptor, applied, variation, similarity]
Video Event Recognition With Deep Hierarchical Context Model
Wang, Xiaoyang, Ji, Qiang
Wang, Xiaoyang, Ji, Qiang
[semantic, vision, learning, dataset, baseline, surveillance, human, set, work, existing, label] [context, level, recognition, feature, deep, hidden, contextual, accuracy, table, combining, performance, learn, improve, layer, previous] [event, three, virat, interaction, based, object, state, appearance, art, video, hierarchical, bounding, utilize, middle, average, box, stip, multiple, key, action, propose, activity, dynamic, wang, including, integrates, integrate] [model, prior, scene, ground, capture, approach, represent, probabilistic] [proposed, vector, method] [conference, figure, computer, ieee, pattern, observation, international] [person, neighborhood, histogram, well, compare, sift, includes, image]
Object-Based RGBD Image Co-Segmentation With Mutex Constraint
Fu, Huazhu, Xu, Dong, Lin, Stephen, Liu, Jiang
Fu, Huazhu, Xu, Dong, Lin, Stephen, Liu, Jiang
[common, set, noisy, select, dataset, work, labeled, unsupervised] [accuracy, table, map, better, performance, improve] [object, foreground, mutex, candidate, multiple, based, segmentation, saliency, detection, cosegmentation, score, generate, background, icoseg, complex, weight, overlap, objectness, average, utilize, likelihood, video, distinguish, employ, iou, exist] [rgbd, depth, rgb, unary, term, discrete, cap, provide, structure] [method, pairwise, graph, constraint, solution, matrix, number, selection, effectively, objective, missing, formulated, iteration, min, optimization, algorithm] [estimated, figure, result, color, bowl, illumination, generally] [image, region, local, computed, deal, overlapping]
Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors
Klein, Benjamin, Lev, Guy, Sadeh, Gil, Wolf, Lior
Klein, Benjamin, Lev, Guy, Sadeh, Gil, Wolf, Lior
[sentence, set, vision, annotation, dog, woman, learning, test, search, association, language, text, maximization, word, work, common, cca, vec, probability] [fisher, neural, hybrid, previous, deep, recognition, representation, table, arxiv, preprint, validation, convolutional, feature, network, size] [based, three, object, truth] [mixture, model, single, step, volume, current, ground] [vector, rank, laplacian, hglmm, distribution, gmm, gaussian, lmm, parameter, multivariate, diagonal, computational, data, order, respect, represented, matrix, normalized] [computer, conference, black, median, component, ieee, international, equation, pattern] [image, query, geometric, weighted, normalization, derived, retrieval, expectation, benchmark]
3D Shape Estimation From 2D Landmarks: A Convex Relaxation Approach
Zhou, Xiaowei, Leonardos, Spyridon, Hu, Xiaoyan, Daniilidis, Kostas
Zhou, Xiaowei, Leonardos, Spyridon, Hu, Xiaoyan, Daniilidis, Kostas
[human, subject, car, work, set, active, learning, existing, dataset, processing] [representation, training, alternative, performance] [object, based] [shape, model, pose, estimation, approach, reconstruction, joint, error, step, deformable, pmp, prox, single, provide] [convex, proposed, problem, method, basis, alternating, matrix, linear, minimization, algorithm, min, solve, norm, machine, number, optimization, analysis, sparse, solution, orthogonality, singular, denotes, spectral, proximal, constraint, exact, journal, relaxation, updating, sparsity, formulation, augmented, solving, original, orthogonal, solved, admm, optimal, parameter] [figure, recovery, rotation, unknown, paper, ieee, inverse, estimated, estimating, estimate, motion, pattern, computer, camera, reconstructed] []
3D All The Way: Semantic Segmentation of Urban Scenes From Start to End in 3D
Martinovic, Andelo, Knopp, Jan, Riemenschneider, Hayko, Van Gool, Luc
Martinovic, Andelo, Knopp, Jan, Riemenschneider, Hayko, Van Gool, Luc
[semantic, labeling, weak, work, test, set, learning, evaluation, labeled, knowledge, label, create, novel] [accuracy, crf, parsing, van, performance, class, grammar, connected, table, recognition, pascal, top] [segmentation, propose, individual, object, based, box, generated, group, multiple, detection, iou, three] [facade, point, approach, cloud, architectural, pcl, initial, structure, scene, procedural, shape, reconstruction, urban, split, depth, timing, alignment, modeling, height, projected, sfm, building] [method, optimization, random, time, original, graph, number, data, main] [figure, separation, speed, estimated] [image, best, descriptor, compare, view, city, distance]
Fast Bilateral-Space Stereo for Synthetic Defocus
Barron, Jonathan T., Adams, Andrew, Shih, YiChang, Hernandez, Carlos
Barron, Jonathan T., Adams, Andrew, Shih, YiChang, Hernandez, Carlos
[user, set, baseline, domain, perform, dataset, work] [output, loss, map, input, cropped, table, global, standard] [cost] [depth, approach, inference, model, term, render, volume, allows, smoothness, vertex] [optimization, algorithm, problem, number, function, data, lookup, sum, respect, faster, matrix, solve, space, convex] [stereo, disparity, produce, technique, figure, defocused, light, defocus, pixel, lattice, requires, permutohedral, supplemental, speed, rendering, camera, produced, quality, interpolation, bcn, small, synthetically, producing, high, presented, optical, generally, bilateralspace, libelas] [bilateral, image, fast, grid, benchmark, pair, construct, local, large]
Large-Scale and Drift-Free Surface Reconstruction Using Online Subvolume Registration
Fioraio, Nicola, Taylor, Jonathan, Fitzgibbon, Andrew, Di Stefano, Luigi, Izadi, Shahram
Fioraio, Nicola, Taylor, Jonathan, Fitzgibbon, Andrew, Di Stefano, Luigi, Izadi, Shahram
[set, active, vision, visual, work, process, collection, relying, existing] [global, representation, gpu, previous] [tracking, sequence, moving, cost, online, dark, memory, frame, bounding] [volume, subvolumes, depth, pose, tsdf, reconstruction, surface, subvolume, point, approach, loop, drift, rgb, room, voxel, estimation, error, require, kinectfusion, model, volumetric, step, stonewall, performed, lounge, copyroom, scene, host, misaligned, complete, signed, single, zhou] [optimization, method, number, time, function, data, optimized, mapping, proposed, problem, required, explicit, fusion, accumulated, computation] [camera, figure, blending, estimated, ieee, requires, sensor, quality, acm, technique] [large, distance, dense, local, scale, globally, image, registration]
Fast Randomized Singular Value Thresholding for Nuclear Norm Minimization
Oh, Tae-Hyun, Matsushita, Yasuyuki, Tai, Yu-Wing, So Kweon, In
Oh, Tae-Hyun, Matsushita, Yasuyuki, Tai, Yu-Wing, So Kweon, In
[vision, gait, type] [accuracy, power, apply, input, recognition, reduce, previous, table] [target, based, segmentation] [error, alignment, supplementary, full, single] [matrix, method, rank, singular, nnm, svd, svt, computation, range, approximation, time, bound, random, frsvt, data, norm, decomposition, minimization, computational, iteration, nuclear, algorithm, matlab, theoretical, analysis, proposed, theorem, number, sample, complexity, orthonormal, gaussian, halko, ltsvd, subspace, approximate, solution, lanczos, machine, tensor, column, truncated, convergence, problem, thresholding, intelligence, operator, original, lrr, sralt, exact] [ieee, computer, robust, pattern, small, conference, high, figure, motion] [fast, partial, randomized, sampling, image, propagation]
LMI-Based 2D-3D Registration: From Uncalibrated Images to Euclidean Scene
Pani Paudel, Danda, Habed, Adlane, Demonceaux, Cedric, Vasseur, Pascal
Pani Paudel, Danda, Habed, Adlane, Demonceaux, Cedric, Vasseur, Pascal
[vision, set, positive, side] [recognition, negative] [assigned, box, bounding, based, frame, framework, assign] [point, scene, visible, error, allows, coordinate, pose, reconstruction, structure] [matrix, number, euclidean, problem, respect, solving, simultaneously, feasible, proposed, solution, vector, note, corollary, satisfying, bound, algorithm, consider, symmetric, projection, lemma, university, inequality] [camera, bbx, projective, lmi, scanned, lmis, computer, cheirality, plane, ieee, conference, unknown, noise, figure, ssr, international, pattern, establishing, requires, uncalibrated, pixel, deduce, calibration, scalar, triangulating, tighter] [registration, image, signature, transformation, true, matched, globally, considered]
Clique-Graph Matching by Preserving Global & Local Structure
Nie, Wei-Zhi, Liu, An-An, Gao, Zan, Su, Yu-Ting
Nie, Wei-Zhi, Liu, An-An, Gao, Zan, Su, Yu-Ting
[set, attribute, discover, work, latent] [accuracy, size, feature, global, hgm, performance, previous, implemented] [node, measure, individual, generated, edge, sequence, propose, object, score, density, based, originally] [deformation, unary, structure, point, step, represent] [graph, clique, method, proposed, pairwise, order, objective, number, function, ipfp, rrwm, outlier, problem, rrwhm, random, fgmu, fgmd, convey, nin, convex, formulated, programming, experiment, solution, vip, denotes, eab, sparse, constraint, algorithm, original, implicitly, vector, spectral, optimal] [noise, synthetic, figure, high, preserving, ieee, center, pattern, real] [matching, local, similarity, correspondence, image, inlier, consists, well, consequently, varied]
Appearance-Based Gaze Estimation in the Wild
Zhang, Xucong, Sugano, Yusuke, Fritz, Mario, Bulling, Andreas
Zhang, Xucong, Sugano, Yusuke, Fritz, Mario, Bulling, Andreas
[dataset, evaluation, datasets, multimodal, work, collected, existing, test, subset, learning, system, evaluate, visual, collection] [training, performance, cnn, input, convolutional, fully, layer, neural, previous, learn, connected, larger] [eye, appearance, tracking, detection, key, three, indicates] [gaze, estimation, head, mpiigaze, pose, face, multiview, model, eyediap, error, coordinate, single, regression, normalisation, facial, normalised, challenging, potential, continuous, approach, controlled, pupil, current] [data, method, number, space, proposed, vector, random, respect, sample, mapping] [figure, camera, angle, intensity, left, illumination, total, handle, lighting, light] [image, large, well, difference, person, region]
One-Day Outdoor Photometric Stereo via Skylight Estimation
Jung, Jiyoung, Lee, Joon-Young, So Kweon, In
Jung, Jiyoung, Lee, Joon-Young, So Kweon, In
[natural, sun, vision, set, process, source, evaluation] [input, unit, performance, previous] [correlation, based, appearance, object, detection] [surface, normal, estimation, model, shadow, shape, scene, point, rgb, single, depth, reconstruction, orientation, position, environment, modeling] [method, distribution, function, sample, denotes, mrf, analysis, respect, machine, gaussian, number, intelligence, journal, quadratic, vector, spectral, matrix, corresponds] [sky, light, stereo, pixel, photometric, color, outdoor, illumination, skylight, albedo, sunlight, camera, computer, hemisphere, ambient, day, luminance, estimate, relative, ratio, pattern, incident, captured, constant, irradiance, estimated, figure, absolute, angle, sensitivity, intensity, clear, saturated, ieee, determined, radiometric, shadowed, proper] [image, calculated]
A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm
Li, Zhizhong, Zhao, Deli, Lin, Zhouchen, Chang, Edward Y.
Li, Zhizhong, Zhao, Deli, Lin, Zhouchen, Chang, Edward Y.
[search, set, example] [better, performance, factor, map] [cost, performs, group] [point, completion, searching, initial, structure, expression, canonical] [matrix, retraction, space, manifold, optimization, algorithm, curve, tangent, riemannian, number, rank, vector, quotient, exact, method, condition, minimum, minimizing, problem, proposition, rtrmc, original, factorization, minimization, orthogonal, nonlinear, element, function, china, machine, data, retracted, iteration, lrgeomcg, lift, completing, computation, projection, accelerated, special] [figure, horizontal, equation, direction, property, second, total, transport, small, degree, ratio] [geometric, metric, compute, good, gradient]
Heteroscedastic Max-Min Distance Analysis
Su, Bing, Ding, Xiaoqing, Liu, Changsong, Wu, Ying
Su, Bing, Ding, Xiaoqing, Liu, Changsong, Wu, Ying
[lda, dataset, set, datasets, separability, learning, latent, perform] [class, training, max, better, margin, log, fisher, standard] [three, average] [face, error, projected] [hmmda, whmmda, dimensionality, pairwise, ohmmda, scatter, proposed, original, mmda, hlda, apac, problem, analysis, reduced, orthogonal, heteroscedastic, data, linear, dimension, chernoff, reduction, gaussian, solution, yale, optimal, feasible, lower, qdf, min, marohmmda, whitening, subspace, general, bound, distribution, yaleface, matrix, objective, trace, quotient, criterion, space, supohmmda, number, relaxation, uci, whitened, homoscedastic] [separation] [distance, discriminant, difference, best, database, nearest, rate, transformation, weighted, transformed, corresponding]
Sparse Composite Quantization
Zhang, Ting, Qi, Guo-Jun, Tang, Jinhui, Wang, Jingdong
Zhang, Ting, Qi, Guo-Jun, Tang, Jinhui, Wang, Jingdong
[search, dataset, set, report] [table, performance, map, better, accuracy, fisher] [cost, recall, average, object, candidate] [approach, term] [quantization, vector, ckm, product, code, composite, time, proposed, sparse, lookup, cmkd, sparsity, approximate, ynm, inverted, cmk, problem, update, computation, construction, optimized, binary, constraint, hashing, algorithm, approximation, data, space, compact, encoding, objective, mnist, inner, ciki, solution, cmkm, optimal, number, accelerated, rjkj, function, base] [length, figure, cartesian, ieee, pattern] [distance, query, database, nearest, large, dictionary, neighbor, scale, retrieved, retrieval, ukbench, computing, image, comparison, sift, ann, scheme]
Sparse Representation Classification With Manifold Constraints Transfer
Zhang, Baochang, Perina, Alessandro, Murino, Vittorio, Del Bue, Alessio
Zhang, Baochang, Perina, Alessandro, Murino, Vittorio, Del Bue, Alessio
[embedding, set, learning, vision, transfer, test, dataset, process, subject] [recognition, representation, training, performance, table, input, testing, previous, compared, feature, size] [based, action, framework, sport, ucf, including] [face, structure, fact, allows, alignment, approach] [manifold, data, method, sparse, optimization, src, problem, linear, proposed, geodesic, solve, variable, objective, solution, sample, original, admm, coding, constraint, function, algorithm, matrix, mct, vector, optimized, lagrange, augmented, solved, linearly, machine, space, initialize, fddl, minimize, cloned, general, alternating, minimization, projection, digit, lie, experimental] [ieee, pattern, computer, paper, robust, direction, illumination, traditional, embedded] [dictionary, scheme, distance, database, best, image, nearest, lfw]
CIDEr: Consensus-Based Image Description Evaluation
Vedantam, Ramakrishna, Lawrence Zitnick, C., Parikh, Devi
Vedantam, Ramakrishna, Lawrence Zitnick, C., Parikh, Devi
[sentence, human, evaluation, description, cider, dataset, automatic, meteor, evaluate, bleu, automated, datasets, rouge, set, popular, existing, visual, language, evaluating, describing, uiuc, work, association, annotation, generation, natural, generating, protocol, coco, collect, describe, include, vision, learning, perform, judgment, abstract] [performance, accuracy, triplet, pascal, higher, better, recognition, version] [candidate, based, generated, correlation, propose, measure, score, truth, precision] [provide, ground] [machine, number, computational, proposed, method, form] [translation, computer, quality, high, relative, conference] [image, metric, reference, consensus, well, best, similarity, computed, commonly]
Joint Inference of Groups, Events and Human Roles in Aerial Videos
Shu, Tianmin, Xie, Dan, Rothrock, Brandon, Todorovic, Sinisa, Chun Zhu, Song
Shu, Tianmin, Xie, Dan, Rothrock, Brandon, Todorovic, Sinisa, Chun Zhu, Song
[human, people, latent, work, dataset, learning, baseline, noisy, existing, set, label, source] [recognition, log, parsing, training, extracted, level, representation, accuracy, jointly] [event, group, tracking, role, video, spatiotemporal, foreground, object, temporal, box, exchange, based, recognizing, trajectory, bounding, activity, dynamic, subtraction, assigned, three, background, grouping, info, assign, viewed, detection, tracklets] [inference, template, social, scene, prior, model, approach, joint, infer, represent] [assignment, time, graph, method, optimal, pairwise] [small, result, ieee, figure, camera] [aerial, large, spatial, illustrated, best, corresponding]
Photometric Stereo With Near Point Lighting: A Solution by Mesh Deformation
Xie, Wuyuan, Dai, Chengkai, Wang, Charlie C. L.
Xie, Wuyuan, Dai, Chengkai, Wang, Charlie C. L.
[vision, set] [input, global, improve] [based, object, generate, framework, three, employed] [surface, mesh, point, model, shape, approach, normal, deformation, reconstruction, position, facet, initial, step, ground, error, orientation] [problem, nonlinear, solve, method, vector, linear, experimental, computation, solution, optimization, dimension, row, machine, solving, matrix, analysis] [lighting, light, photometric, illumination, parallel, conventional, stereo, reconstructed, ieee, computer, conference, figure, shaping, pixel, captured, technique, pattern, setup, camera, verify, npl, direction, paper, frequency, blending, ratio, assumption, determined, hardware, lambertian, calibration, estimated, geometry, international, center, accurate] [local, distance, image, geometric, region, change, corresponding]
Efficient Label Collection for Unlabeled Image Datasets
Wigness, Maggie, Draper, Bruce A., Ross Beveridge, J.
Wigness, Maggie, Draper, Bruce A., Ross Beveridge, J.
[labeling, label, effort, visual, hcgl, concept, active, labeled, learning, subset, set, human, supervised, evaluation, mkml, unlabeled, collected, process, collecting, latency, dataset, existing, system, vision, annotator, selected, collection, majority, msrc, discovery] [training, performance, accuracy, class, fully, train, feature, higher] [group, hierarchical, structural, multiple, object, grouping, path, three] [represent, single, ordering, scene, approach, provide, structure, introduced, autonomous] [data, clustering, largest, iteratively, number, selection, cluster, order, binary] [figure, computer, noise, pattern, conference, technique, international, length, high, result] [image, change, large, dominating, benchmark, local, comparison, guided, match, performing]
Separating Objects and Clutter in Indoor Scenes
Khan, Salman H., He, Xuming, Bennamoun, Mohammed, Sohel, Ferdous, Togneri, Roberto
Khan, Salman H., He, Xuming, Bennamoun, Mohammed, Sohel, Ferdous, Togneri, Roberto
[set, learning, task, semantic, obj, labeling, annotated, baseline, evaluate, dataset, understanding, involved] [feature, top, crf, performance, better, training, level, generic] [object, detection, superpixel, cost, based, bounding, three, segmentation, superpixels, incorporate, threshold, appearance, intersection, salient, hypothesis, jaccard] [cuboid, scene, cluttered, indoor, clutter, potential, model, approach, rgbd, unary, milp, layout, estimation, inference, jiang, joint, depth, obstruction, reasoning, room, detected, term, volumetric, huebner] [method, pairwise, number, linear, problem, parameter, function, algorithm, denote, variable, time, random] [color, estimate, figure, geometry] [image, local, geometric, spatial, rate, major, view, geometrical, large]
FaLRR: A Fast Low Rank Representation Solver
Xiao, Shijie, Li, Wen, Xu, Dong, Tao, Dacheng
Xiao, Shijie, Li, Wen, Xu, Dong, Tao, Dacheng
[dataset, datasets, set, existing, learning, positive, study] [representation, table, achieves, global, feature, performance, recognition] [based, framework, three, calculate, generate] [face, term] [lrr, problem, time, algorithm, falrr, running, clustering, solving, data, rank, optimal, solve, svd, parameter, solution, matrix, objective, number, proposed, singular, complexity, theoretical, subspace, method, updating, skinny, theorem, iteration, min, resultant, denote, optimization, original, norm, denotes, harus, truncated, spectral, exactly, formulation, subproblems, note, lemma, nuclear, subproblem, column, low, alternating, solved, vector, speedup, convergence] [figure, solver, distributed, synthetic, total, direction] [lfw, large, corresponding, fast, called, compare]
Simulating Makeup Through Physics-Based Manipulation of Intrinsic Image Layers
Li, Chen, Zhou, Kun, Lin, Stephen
Li, Chen, Zhou, Kun, Lin, Stephen
[transfer, personal, work, example, style] [layer, transferred, additional] [target, appearance, eye, based, three, including] [face, model, surface, facial, shadow, approach, term] [method, row, decomposition, approximation, energy, proposed, sparse, approximate, linear, expressed, distribution, data] [makeup, skin, specular, cosmetic, diffuse, shading, intrinsic, foundation, albedo, color, highlight, lighting, lipstick, scattering, figure, light, simulated, subsurface, refractive, thickness, computer, real, rendering, captured, second, roughness, optical, acm, ratio, geometry, blush, bst, simulating, microfacet, beckmann, yellow, opaque, barefaced] [image, reference, change, gradient, illustrated, applied, synthesized]
Correlation Filters With Limited Boundaries
Kiani Galoogahi, Hamed, Sim, Terence, Lucey, Simon
Kiani Galoogahi, Hamed, Sim, Terence, Lucey, Simon
[domain, learning, set, versus, vision, selected, visual, predicted] [training, performance, size, output, advantage, log, learn, compared, train, negative, applying] [correlation, tracking, object, cost, boundary, eye, struck, memory, precision, average, frame, threshold, detection, complex, based] [approach, localization, error, full, position, face, fps] [method, number, mosse, objective, proposed, computational, matrix, shifted, fragtrack, vector, vectorized, iterative, denotes, miltrack, operator, algorithm, augmented, solving, admm, expressed, energy, operation, iteration, extremely] [figure, equation, frequency, circular, fourier, shift, signal, desired, length, lagrangian, estimated, paper, robust, synthetic] [spatial, dense, image, rate, well, sampling, dramatically, patch]
Shape-Based Automatic Detection of a Large Number of 3D Facial Landmarks
Zulqarnain Gilani, Syed, Shafait, Faisal, Mian, Ajmal
Zulqarnain Gilani, Syed, Shafait, Faisal, Mian, Ajmal
[set, automatic, manually, source, annotated, automatically, dataset, select, transfer, existing] [level, table, reported, feature, recognition, coarse] [detect, detection, truth, target, adaptive, seed, based] [face, facial, model, point, surface, shape, landmark, localization, neutral, error, expression, curvature, ground, anthropometric, approach, detected, bending, morphable, landmarking, autism, nose, pose, craniofacial] [number, algorithm, proposed, row, method, analysis, journal, energy, function, note, distribution, order] [figure, speed, ieee, computer, paper, subtle, intensity, international, presented] [dense, correspondence, corresponding, large, matching, statistical, query, database, sampled, difference, medical, extreme, well, comparison, image, mild]
Material Classification With Thermal Imagery
Saponaro, Philip, Sorensen, Scott, Kolagunda, Abhishek, Kambhamettu, Chandra
Saponaro, Philip, Sorensen, Scott, Kolagunda, Abhishek, Kambhamettu, Chandra
[work, system, indicator, correct, plastic, wood, vision, study] [feature, coarse, accuracy, class, extracted, top, fine, refers, map, table, compared, standard] [video, combination, based, combined, long, threshold] [model, described, recorded, aligned, coordinate] [rank, method, function, time, linear, sample, spectral, chosen] [material, water, permeation, color, thermal, fft, spherical, equation, figure, infrared, temperature, ieee, computer, heating, pattern, paper, binned, conference, camera, cooling, wave, international, lamp, lighting, nir, slice, champ, lwir, minute, txk, simple, center, total, varying, setup, bidirectional] [heat, texture, best, image, imagery, patch, rate, invariance, comparison, comparing]
Deeply Learned Attributes for Crowded Scene Understanding
Shao, Jing, Kang, Kai, Change Loy, Chen, Wang, Xiaogang
Shao, Jing, Kang, Kai, Change Loy, Chen, Wang, Xiaogang
[attribute, dataset, learning, stand, dlsf, prediction, dlmf, user, understanding, set, human, describe, study, subject, sto, existing, example, tag, evaluation, keywords, common, label, audience, probability] [deep, learned, table, performance, input, response, higher, pedestrian, convolutional, feature, compared, network, size, negative, learn, generic, design] [crowd, video, appearance, auc, crowded, walk, three, tracklet, deeply, multiple, frame, background, cue, static, average, action, sit, indicates, recognizing] [scene, model, single, indoor, structure] [row, number, time, proposed] [motion, figure, outdoor, high, second, stability, blue] [well, descriptor, image, compare, cuhk, good]
Learning To Look Up: Realtime Monocular Gaze Correction Using Machine Learning
Kononenko, Daniil, Lempitsky, Victor
Kononenko, Daniil, Lempitsky, Victor
[system, set, learning, vision, test, dataset, people] [training, input, output, feature, recognition, replacement, decision, learn, version, trained, learned] [eye, based, video, score, box, appearance, bounding, node, threshold] [gaze, tree, redirection, face, single, forest, location, columbia, leaf, head, monocular, approach, point, error, pose, realistic, estimation, split, alignment] [method, number, vector, machine, random, sample, problem, data] [pixel, correction, computer, pattern, figure, conference, camera, coherence, contact, small, result, direction, international, second, motion, vertical, hardware, color] [image, view, randomized, difference, ten, compatibility, corresponding, compare, synthesize, person]
Background Subtraction via Generalized Fused Lasso Foreground Modeling
Xin, Bo, Tian, Yuan, Wang, Yizhou, Gao, Wen
Xin, Bo, Tian, Yuan, Wang, Yizhou, Gao, Wen
[learning, set, test, unsupervised, supervised, vision, popular, natural] [table, performance, achieved, reported, better, compared, applying] [background, foreground, group, subtraction, sequence, video, wij, structural, adaptive, propose, frame, truth, three] [model, modeling, fused, ground, structure, prior, estimation, mixture, detected, term] [data, proposed, matrix, algorithm, rpca, updating, solve, lasso, optimization, argmin, sparse, method, regularization, case, number, gfl, multiplier, lagrange, mog, problem, journal, augmented, alm, min, uml, norm, sabs, singular, explicit, gaussian] [figure, pure, computer, ieee, conference, pixel, assumption, generalized, assume, international, second] [applied, sml, image, fast, comparison, consists]
Mirror, Mirror on the Wall, Tell Me, Is the Error Small?
Yang, Heng, Patras, Ioannis
Yang, Heng, Patras, Ioannis
[human, test, set, consistency, evaluate, feedback, selected, example, interesting, dataset, correct, parse, focus, introduce, representative] [performance, training, table, trained, size, recognition] [correlation, object, detection, art, state, truth, bounding, measure, calculate, based, wang, recall, including] [mirror, error, alignment, face, rcpr, mirrorability, localization, ground, pose, ifa, facial, sdm, model, fmp, body, yang, sem, estimation, coefficient, lsp, ltm, sea, landmark, cascaded, mirrored, shape, ramanan, fact] [method, original, order, restart, proposed, symmetric, low, number, analysis, sample, selection] [result, high, symmetry, figure, second] [image, calculated, difference, large, corresponding, good, invariant, applied, called]
Beyond Short Snippets: Deep Networks for Video Classification
Yue-Hei Ng, Joe, Hausknecht, Matthew, Vijayanarasimhan, Sudheendra, Vinyals, Oriol, Monga, Rajat, Toderici, George
Yue-Hei Ng, Joe, Hausknecht, Matthew, Vijayanarasimhan, Sudheendra, Vinyals, Oriol, Monga, Rajat, Toderici, George
[learning, dataset, work, process, human] [pooling, lstm, convolutional, network, layer, cnn, neural, feature, conv, recognition, googlenet, table, recurrent, better, training, performance, input, output, global, alexnet, learn, raw, accuracy, connected, architecture, deep, cnns, trained, fully, previous, compared, level, larger, gate, hidden, softmax, achieve] [video, frame, temporal, action, memory, slow, short, long, clip, late, average, capable, sequence, entire] [model, single, approach, performed] [method, number, time, order, proposed, data, lower, fusion] [optical, motion, flow, small, figure] [image, local, applied, rate, best]
segDeepM: Exploiting Segmentation and Context in Deep Neural Networks for Object Detection
Zhu, Yukun, Urtasun, Raquel, Salakhutdinov, Ruslan, Fidler, Sanja
Zhu, Yukun, Urtasun, Raquel, Salakhutdinov, Ruslan, Fidler, Sanja
[set, car, dog, bird, test, horse, scoring, evaluate, bottle, prediction, cat, semantic, exploit, learning, cow, boat] [segdeepm, feature, contextual, performance, pascal, table, voc, val, rcnn, class, additional, improvement, chair, train, map, network, detector, context, deep, training, achieves, segdpm, expanded, neural, trained, convolutional, better, top, layer, input, cnn, bus] [object, box, segmentation, detection, segment, bounding, candidate, score, recall, precision, appearance, cpmc, boost, indicates, hypothesis] [approach, model, current, inference, full] [curve, method, random, number, proposed, variable, order, iterative, note] [figure, small, accurate, plane, result] [person, image, best, grid, computed, well, choose, place, compute]
Situational Object Boundary Detection
Uijlings, Jasper R. R., Ferrari, Vittorio
Uijlings, Jasper R. R., Ferrari, Vittorio
[semantic, set, test, coco, prediction, visual, work, evaluation, learning, predict, annotated, dataset, variety, label, baseline, occur] [class, cnn, global, specific, training, detector, table, imagenet, fisher, trained, contour, pascal, microsoft, apply, voc, train, performance, context, convolutional, better, structured, validation] [object, boundary, monolithic, detection, subclass, situational, agnostic, appearance, precision, situation, recall, segmentation, average, yield, three, specialized, based, edge, truth, sbd] [single, approach, ground, forest] [random, number, method, cluster, row] [figure, caused, water, relative, paper] [image, local, true, choose, outperforms, false, applied, good, fast]
Real-Time 3D Head Pose and Facial Landmark Estimation From Depth Images Using Triangular Surface Patch Features
Papazov, Chavdar, Marks, Tim K., Jones, Michael
Papazov, Chavdar, Marks, Tim K., Jones, Michael
[test, set, library, system, side] [training, testing, input, accuracy, trained, map, detector, previous, table, feature] [based, detection, average, online, generated] [head, depth, pose, facial, landmark, triangle, face, point, centroid, tsp, surface, model, estimation, biwi, orientation, triangular, performed, height, kinect, fanelli, single, equilateral, winning, error, nose, cloud, bfm, mesh, detected, localization] [base, data, method, number, sample, parameter, lie, proposed, clustering, time] [rotation, figure, robust, synthetic, estimate, estimated, sensor, accurate, high, ieee] [distance, voting, descriptor, sampled, missed, patch, sampling, compute, local, corresponding, image, consists, rate, nearest]
Aligning 3D Models to RGB-D Images of Cluttered Scenes
Gupta, Saurabh, Arbelaez, Pablo, Girshick, Ross, Malik, Jitendra
Gupta, Saurabh, Arbelaez, Pablo, Girshick, Ross, Malik, Jitendra
[instance, set, work, search, system, report, test, semantic, task, evaluate, sofa, understanding, bed, dataset, prediction] [performance, output, table, train, setting, network, coarse, trained, hha, chair, training, top, better, shallow, observe, accuracy, cnn, song] [object, segmentation, box, detection, truth, bounding, mask, recall, plot, placement, average] [model, pose, depth, ground, scene, alignment, tagree, cad, point, inferred, normal, indoor, approach, error, reasoning, align, guo, trainval, occluded] [data, algorithm, number, problem, note, method, proposed, support, consider, missing, upper] [estimate, synthetic, figure, pixel, real, small] [image, region, metric, large]
A Stable Multi-Scale Kernel for Topological Machine Learning
Reininghaus, Jan, Huber, Stefan, Bauer, Ulrich, Kwitt, Roland
Reininghaus, Jan, Huber, Stefan, Bauer, Ulrich, Kwitt, Roland
[learning, set, domain, vision, popular, address, study, positive, work] [performance, feature, table, bottleneck, map, class, input, recognition, standard, connected] [segmentation, propose, individual] [shape, point, structure, surface, approach] [persistence, kernel, topological, function, data, space, shrec, diagram, dkl, machine, wasserstein, note, persistent, solution, homology, analysis, hilbert, consider, order, exp, theorem, time, outex, form, denote, vector, parameter, dirac, respect, proposed, sublevel, lead, operator, problem, condition, additive, prove, bijections] [stability, result, figure, high, directly, constant, real, synthetic] [distance, scale, texture, stable, hks, called, metric, image, lipschitz, retrieval, corresponding, partial, large]
The Treasure Beneath Convolutional Layers: Cross-Convolutional-Layer Pooling for Image Classification
Liu, Lingqiao, Shen, Chunhua, van den Hengel, Anton
Liu, Lingqiao, Shen, Chunhua, van den Hengel, Anton
[visual, dataset, attribute, existing, indicator, report, create, describe, perform, style] [convolutional, layer, feature, pooling, performance, dcnn, table, representation, input, applying, pretrained, scfv, extracted, map, deep, better, training, neural, network, extracting, pooled, discriminative, achieves, regional, unit, combining, cnn, power, fully, connected, comparable, dcnns, pascal, issue] [object, multiple, extract, based] [scene] [method, proposed, vector, note, sign, encoding, computational, data, quantization, time, dimensionality, experiment, number] [ieee, directly, figure] [image, local, spatial, applied, best, comparison, corresponding, resolution, outperforms]
Face Video Retrieval With Image Query via Hashing Across Euclidean Space and Riemannian Manifold
Li, Yan, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin
Li, Yan, Wang, Ruiping, Huang, Zhiwu, Shan, Shiguang, Chen, Xilin
[learning, set, common, character, task, supervised, multimodal, work, natural, shot] [training, svms, map, representation, recognition, train, feature, achieve] [video, multiple, based, frame, precision, big, average, recall] [face, single, supplementary] [hash, space, kernel, riemannian, euclidean, covariance, hashing, hamming, heterogeneous, method, manifold, hilbert, matrix, data, represented, modality, optimization, original, bang, iterative, case, function, update, algorithm, code, linear, optimize, proposed, mlbe, discriminability, application, compact, smh, vampire, ith, reproducing, objective, plmh] [theory, length, traditional, paper] [image, retrieval, query, discriminant, database, large, comparison, similarity, distance, person, local, limited]
EgoSampling: Fast-Forward and Stereo for Egocentric Videos
Poleg, Yair, Halperin, Tavi, Arora, Chetan, Peleg, Shmuel
Poleg, Yair, Halperin, Tavi, Arora, Chetan, Peleg, Shmuel
[source, work] [output, input, skip, factor, jitter, table, better] [video, frame, forward, egocentric, path, wearer, cost, consecutive, shortest, weight, measure, average, based, sequence, walking, edge, start, long, sink, stabilizer, including, adaptive] [head, term, approach, location, scene, monocular, smoothness] [order, proposed, method, graph, note, speedup, formulation, optimal, algorithm, computation, fundamental, number, low, time, sample, outlier, matrix] [camera, optical, stereo, stabilization, motion, direction, egosampling, epipole, left, foe, uniform, desired, speed, second, figure, traditional, shake, velocity, estimated, gopro, prefer, produce] [fast, sampling, magnitude, computed, image, stable, large, compute]
Social Saliency Prediction
Soo Park, Hyun, Shi, Jianbo
Soo Park, Hyun, Shi, Jianbo
[predictor, predict, relationship, set, prediction, positive, people, predicted] [feature, representation, learn, top, context, apply, accuracy] [attention, saliency, group, interaction, detection, basketball, based, truth, multiple, team, detect, video] [social, joint, formation, gaze, dipole, ground, scene, detected, member, busker, orientation, model, mass, location, point, circumcircle, represent] [method, space, number, data, third, distribution, respect, analysis, note, computational, form] [center, figure, moment, captured, motion, direction, camera, circular, equation] [person, geometric, scale, spatial, rate, magnitude, view, image, compare, distance, false, true, large]
Beyond Principal Components: Deep Boltzmann Machines for Face Modeling
Nhan Duong, Chi, Luu, Khoa, Gia Quach, Kha, Bui, Tien D.
Nhan Duong, Chi, Luu, Khoa, Gia Quach, Kha, Bui, Tien D.
[vision, active, domain, set, predict, evaluation, ability] [deep, testing, hidden, age, training, table, layer, better, trained, representation, higher, input, factor, recognition, compared, discriminative, capability] [appearance, based, generate, numerous, three] [facial, shape, model, face, aams, reconstruction, modeling, boltzmann, approach, helen, estimation, lfpw, occlusion, dbm, represent, current, maes, challenging, provide, landmark, term] [method, proposed, order, formulated, arg, original, represented, data, gaussian, problem, algorithm] [computer, figure, reconstructed, ieee, conference, presented, pattern, international, noise, rmse, second, estimated, quality] [texture, image, bicubic, database, aging, pca]
Statistical Inference Models for Image Datasets With Systematic Variations
Hwa Kim, Won, Bendlin, Barbara B., Chung, Moo K., Johnson, Sterling C., Singh, Vikas
Hwa Kim, Won, Bendlin, Barbara B., Chung, Moo K., Johnson, Sterling C., Singh, Vikas
[set, latent, relationship, process, risk] [map, standard, increase] [group, correlation, detect, based, hypothesis, measure, detecting] [approach, ground, template, voxel] [analysis, function, kernel, data, graph, space, method, operator, proposition, energy, proposed, harmonic, algorithm, time, consider, parameter, diffusion, dimensional, empirical, lower, solution, mapping, scaling, number, note] [imaging, assume, second, ratio, intensity, result, real, total, figure, ieee] [wavelet, statistical, systematic, image, pib, wkd, brain, true, suvr, normalization, scale, mutual, difference, longitudinal, transform, change, derived, disease, region, applied, sgwt, comparing, compare, diseased, medical, grid, mother, distance]
Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues
Zhang, Ning, Paluri, Manohar, Taigman, Yaniv, Fergus, Rob, Bourdev, Lubomir
Zhang, Ning, Paluri, Manohar, Taigman, Yaniv, Fergus, Rob, Bourdev, Lubomir
[set, people, test, dataset, photo, learning, task, vision, instance, example, subset, clothing, facebook, system, prediction, label, flickr, existing] [recognition, identity, performance, training, global, frontal, poselet, deep, train, trained, validation, feature, piper, accuracy, cnn, table, poselets, deepface, convolutional, top, svm, public, combining, album, network, krizhevsky, layer, neural] [three, multiple, bounding, recognizing, score] [face, pose, model, split, body, full, head] [method, number, sparsity, proposed, vector, problem] [figure, computer, conference, pattern, second, high, equation, robust] [person, image, compute, large, metric, consists, invariant, well, unconstrained]
Superpixel-Based Video Object Segmentation Using Perceptual Organization and Location Prior
Giordano, Daniela, Murabito, Francesca, Palazzo, Simone, Spampinato, Concetto
Giordano, Daniela, Murabito, Francesca, Palazzo, Simone, Spampinato, Concetto
[set, dataset, vision, common, processing, visual, process, probability, identify] [performance, previous, table, recognition, contour, connected, compared] [background, segmentation, superpixels, object, foreground, superpixel, video, based, frame, appearance, perceptual, complex, boundary, subtraction, segtrack, consecutive, moving, density, union, dynamic, updated, adaptive, organization, mask] [model, modeling, approach, initial, location, potential, articulated, point, cluttered, performed, single] [method, energy, number, function, analysis, minimization, order, algorithm, machine, time, min] [motion, ieee, computer, pattern, small, pixel, conference, underwater, color, accurate, account, light, optical, international] [image, similarity, compute, fast, region, well, neighbor, large]
Robust Image Filtering Using Joint Static and Dynamic Guidance
Ham, Bumsub, Cho, Minsu, Ponce, Jean
Ham, Bumsub, Cho, Minsu, Ponce, Jean
[set] [input, map, output, table, global, coarse] [static, dynamic, structural, average, framework, contrast, truth] [depth, model, joint, structure, ground, term, localization, approach, initialization, typically] [regularization, function, parameter, data, objective, solution, nonconvex, regularizer, surrogate, regularized, gaussian, implicit, converges, time, method, iteratively, explicit, random, proposed, convergence, minimum, note, bilinear] [color, figure, constant, intensity, acm, solver, varying, robust, high, ieee, upsampling, noise, middlebury, handle] [guidance, image, rgf, wls, scale, gradient, texture, upsampled, local, applied, oall, wmf, weighted, bmes, ois, comparison, difference, correspondence, outperforms]
Solving Multiple Square Jigsaw Puzzles With Missing Pieces
Paikin, Genady, Tal, Ayellet
Paikin, Genady, Tal, Ayellet
[relation, choosing, select, knowledge, dataset, goal, correct, set, selecting, novel, selected, work, mentioned] [input, size, table, pool, accuracy, previous, achieves, highly] [multiple, mixed, three, average, measure, likelihood, placement, based, considering, including] [distinctive, step, orientation, initial, approach, shape, explained, performed] [algorithm, missing, function, solving, greedy, number, solution, running, solve, solves, faster, random, problem, case, solved] [figure, unknown, square, small, color, second, perfect, result, smooth, solver, direct, accurate, absolute] [piece, best, jigsaw, puzzle, compatibility, dissimilarity, large, neighbor, image, applied, outperforms, matching, mutual, worst, closest, spatial, demonstrated, good]
A Dynamic Convolutional Layer for Short Range Weather Prediction
Klein, Benjamin, Wolf, Lior, Afek, Yehuda
Klein, Benjamin, Wolf, Lior, Afek, Yehuda
[learning, dataset, prediction, vision, set] [layer, convolutional, convolution, network, input, feature, cnn, radar, output, kij, previous, size, passed, architecture, neural, deep, learned, map, training, loss, computes, applying, validation, performance, tel, arxiv, preprint, recognition, multiplicative, global, max, aviv, softmax, stride, connected, generalization, rain, fully, compared] [dynamic, based, sequence, three, short, frame, forward, contrast] [error, regression, model] [weather, function, sample, order, linear, method, vector, pass, range, euclidean] [conventional, figure, computer, motion, conference, center, color, result, second, ieee, pattern] [image, patch, computed, gradient, synthesis, applied, represents, best, performing, comparison]
SWIFT: Sparse Withdrawal of Inliers in a First Trial
Jaberi, Maryam, Pensky, Marianna, Foroosh, Hassan
Jaberi, Maryam, Pensky, Marianna, Foroosh, Hassan
[probability, set, selecting, instance, randomly, unsupervised, existing, selected, process, subset, study] [size, accuracy, increasing, level, advantage, smaller] [multiple, detect, segmentation, candidate, detecting, based, detection, average] [model, point, structure, sequential, multibody, detected, independent, approach, estimation, scene, valid, volume] [number, swift, population, sample, method, gross, clustering, fundamental, minimum, data, problem, sparse, proposed, multivariate, required, order, changing, sparseness, hypergeometric, approximation, random, theoretical, distribution] [figure, equation, computer, estimated, inliers, robust, second, presence, international, synthetic, total, motion, homographies, ieee, conference, homography] [sampling, sampled, image, large, equal, computed, determine, inlier]
VIP: Finding Important People in Images
Solomon Mathialagan, Clint, Gallagher, Andrew C., Batra, Dhruv
Solomon Mathialagan, Clint, Gallagher, Andrew C., Batra, Dhruv
[people, dataset, visual, work, predict, baseline, human, study, annotation, task, annotated, photo, focus, prediction, selected, understanding, pick, category, collected, datasets, test, description, british, set, tend, interface, asked, sentence, identify, predicting, agreement, automatically, question, describe, woman, api] [table, feature, compared, improvement, previous] [saliency, group, salient, bounding, frame, score, three, measure, detection, individual, multiple, average, box] [face, social, pose, model, approach, capture, qualitative] [method, number, order, journal, consider] [center, relative, sharpness, ratio, figure, paper, ieee, international, total] [person, image, pair, distance, difference, weighted, compute, best]
Dataset Fingerprints: Exploring Image Collections Through Data Mining
Rematas, Konstantinos, Fernando, Basura, Dellaert, Frank, Tuytelaars, Tinne
Rematas, Konstantinos, Fernando, Basura, Dellaert, Frank, Tuytelaars, Tinne
[set, visual, mining, tile, dataset, discovered, user, discover, browsing, appear, cover, closed, summarization, interesting, system, coco, meaningful, common, item, unsupervised, discovery, collection, lda, interestingness, summarize, covered, midlevel, interactive, lcm, amount, select, itemset, exploration, representative, photo, add, example, purity] [discriminative, pascal, voc, exemplar, top, activated, explore, larger, activation] [based, object, overlap, generate, three, background, auc] [allows, initial, allow] [data, number, support, method, matrix, denoted, algorithm, graph, minimum, criterion, selection, order, objective, cluster] [pattern, figure, transaction, result, high, presented, equation] [image, large, good, area, view]
Transport-Based Single Frame Super Resolution of Very Low Resolution Face Images
Kolouri, Soheil, Rohde, Gustavo K.
Kolouri, Soheil, Rohde, Gustavo K.
[dataset, set, test, learning, subject, amount, work, process, written, vision, instance] [training, learned, size, standard, testing, learn, performance] [based, combination, appearance, framework, likelihood, average] [face, model, modeling, introduced, described, reconstruct, approach, facial, prior, reconstruction] [method, optimal, linear, space, problem, proposed, low, function, principal, subspace, yaleb, note, original, nonlinear, data, eigenvectors, sparse, basis, spline, mapping, matrix, corresponds, optimization, journal] [figure, ieee, transport, reconstructed, computer, high, technique, lagrangian, pattern, international, intensity, interpolation] [image, sfsr, displacement, resolution, corresponding, degraded, cubic, ssim, gradient, grid, morphing, reference, nearest, compare, best]
3D Reconstruction in the Presence of Glasses by Acoustic and Stereo Fusion
Ye, Mao, Zhang, Yu, Yang, Ruigang, Manocha, Dinesh
Ye, Mao, Zhang, Yu, Yang, Ruigang, Manocha, Dinesh
[label, labeling, labeled, work, probability, set, vision, future, identify, active, example] [map, table] [object, based, target, boundary, segmentation, generate, frame, entire, mask, measure, generated] [depth, reconstruction, prior, scene, surface, empty, term, kinect, model, current, reconstruct, kinectfusion, smoothness, dominant, approach, step, single, point, shape] [range, data, fusion, case, algorithm, space, problem, graph, method] [transparent, ultrasonic, sensor, figure, pixel, measurement, camera, stereo, acoustic, ieee, conference, geometry, computer, captured, poisson, result, pattern, inside, opaque, international, glass, blending, laser, reconstructed, setup, second, high, developed, sound, acm, small] [region, large, corresponding, image]
Deep Sparse Representation for Robust Image Registration
Li, Yeqing, Chen, Chen, Yang, Fei, Huang, Junzhou
Li, Yeqing, Chen, Chen, Yang, Fei, Huang, Junzhou
[vision, existing, natural, source, evaluate, subject] [representation, input, deep, accuracy] [measure, average, based] [alignment, error, challenging, robustness, term] [method, sparse, tensor, proposed, batch, function, denotes, algorithm, min, low, random, problem, complexity, rank, range, vector, product, energy, solve, fusion, norm, sum, matrix, number] [intensity, robust, mode, ieee, translation, figure, computer, frequency, std, fourier, pattern, residual, multispectral, second, component, illumination, distortion, pixel, rmse, toy] [image, registration, similarity, pair, rasl, gradient, medical, difference, ssd, register, severe, transformation, registered, lena, compare, remotely, sensed, partial, large, local, optimally, reference, transform, spatial]
Real-Time Part-Based Visual Tracking via Adaptive Correlation Filters
Liu, Ting, Wang, Gang, Yang, Qingxiong
Liu, Ting, Wang, Gang, Yang, Qingxiong
[vision, visual, learning, set] [map, response, recognition, size, learned, table, discriminative, training, structured, performance] [tracking, target, based, correlation, object, kcf, appearance, tracker, adaptive, online, tracked, multiple, structural, state, bounding, frame, weight, struck, updated, framework, likelihood, individual, track, adaptively, average, psr, particle, calculate, entire, video, box, detection] [model, fps, occlusion, joint, inference, location, occluded, layout, challenging] [method, proposed, constraint, updating, problem, maximum, number, complicated, sparse, update, machine, adopted] [computer, ieee, conference, pattern, robust, international, speed, red, observation, smooth, center, small, high, figure] [bayesian, corresponding, scale, image, spatial, partial, rate]
Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains
Li, Chi, Reiter, Austin, Hager, Gregory D.
Li, Chi, Reiter, Austin, Hager, Gregory D.
[domain, learning, dataset, visual, work, instance, set, subset] [pooling, feature, recognition, convolutional, representation, better, pooled, testing, discrimination, cshot, deep, table, learned, smaller, achieves, pyramid, performance, achieved, xyz, design, architecture, receptive, max, level, arxiv, context] [object, three, framework, hierarchical, multiple, average, score] [probabilistic, point, pose, depth, current] [proposed, algorithm, method, random, kernel, experiment, space, data, order] [color, viewing, figure, presented] [spatial, invariance, invariant, variance, local, image, bigbird, large, descriptor, distance, choose, region, scale, derived, good, major, view]
HC-Search for Structured Prediction in Computer Vision
Lam, Michael, Rao Doppa, Janardhan, Todorovic, Sinisa, Dietterich, Thomas G.
Lam, Michael, Rao Doppa, Janardhan, Todorovic, Sinisa, Dietterich, Thomas G.
[search, learning, label, vision, work, labeling, prediction, semantic, dataset, set, ranking, natural] [performance, training, learned, stanford, loss, structured, previous, connected, learn, accuracy, table, ybest, output, larger, apply, feature, context, input] [heuristic, segmentation, state, cost, dagger, object, background, candidate, nematocyst, berkeley, successor, detection, imitation, superpixel, edge, ucm, truth, generate, superpixels, score, generated, flipbit, threshold, branching, hierarchical] [depth, scene, error, initial, approach, inference, step, single, current, ground, estimation] [function, space, time, bound, number, greedy, exact, upper, algorithm, method, machine, energy, journal, oracle] [computer, figure, robust, relative] [best, image, randomized, good, true]
Revisiting Kernelized Locality-Sensitive Hashing for Improved Large-Scale Image Retrieval
Jiang, Ke, Que, Qichao, Kulis, Brian
Jiang, Ke, Que, Qichao, Kulis, Brian
[search, vision, work, set, probability, flickr] [performance, standard, improvement, feature, applying, increasing, representation, better] [viewed, based, intersection] [projected, provide] [kernel, klsh, rank, random, lsh, analysis, gaussian, hashing, number, data, function, hash, matrix, choice, method, projection, space, note, covariance, empirical, original, vector, approximation, bound, approximate, theoretical, principal, limit, kernelized, theorem, sample, explicit, subspace, hilbert, consider, sum, product, main, kulis, distribution, decay] [international, computer, figure, simple, central, conference, ieee, pattern] [retrieval, nearest, scale, neighbor, image, database, similarity, query, difference, transformation, large, corresponding, tradeoff, best, pca]
High-Speed Hyperspectral Video Acquisition With a Dual-Camera Architecture
Wang, Lizhi, Xiong, Zhiwei, Gao, Dahua, Shi, Guangming, Zeng, Wenjun, Wu, Feng
Wang, Lizhi, Xiong, Zhiwei, Gao, Dahua, Shi, Guangming, Zeng, Wenjun, Wu, Feng
[system, selected, work, set] [design, performance, detector, table, hybrid, train, better, concatenation, compared] [video, temporal, branch, frame, three, moving, dynamic, based, multiple] [reconstruction, scene, capture, quantitative, location, detailed, represent] [spectral, proposed, computational, data, underlying, sparse, time, number, objective, low, function, original, matrix, experimental, problem] [cassi, light, pancam, hshs, coded, aperture, imaging, high, panchromatic, optical, ieee, acceleration, snapshot, exposure, camera, beam, incident, twist, compressive, figure, acquisition, recover, pmvis, dbr, captured, splitter, transmission, direct, total, developed, rmse, observation] [hyperspectral, image, rate, spatial, resolution, dictionary, band, comparison, well, fast]
More About VLAD: A Leap From Euclidean to Riemannian Manifolds
Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih
Faraki, Masoud, Harandi, Mehrtash T., Porikli, Fatih
[vision, set, dataset, learning, visual, example] [recognition, table, extracted, size, better, standard, previous, power, training, accuracy, deep, reported] [video, dynamic, action, framework, cost] [scene, point, face, provide] [riemannian, manifold, grassmannian, vector, spd, geodesic, machine, coding, matrix, projection, linear, euclidean, analysis, form, space, function, codebook, intelligence, chet, covariance, bowg, ldv, computational, algorithm, method, logarithm, data, symmetric, problem, jeffrey, proposed, general, studied, tangent, block, note, stein, journal, upenn, formulation, complexity] [computer, conference, pattern, ieee, conventional, second] [vlad, local, image, metric, gradient, distance, computing, descriptor, bowle, best, texture]
Camera Intrinsic Blur Kernel Estimation: A Reliable Framework
Mosleh, Ali, Green, Paul, Onzon, Emmanuel, Begin, Isabelle, Pierre Langlois, J.M.
Mosleh, Ali, Green, Paul, Onzon, Emmanuel, Begin, Isabelle, Pierre Langlois, J.M.
[vision, process, amount, european, introduce, set] [feature, accuracy, size] [target, measure, multiple, generated, propose, framework, generate] [estimation, alignment, performed, prior, scene, single, term] [method, function, kernel, problem, proposed, number, order, regularization, constraint, mapping, gaussian, bilinear] [psf, noise, pattern, camera, lens, blur, captured, calibration, sharp, estimated, synthetic, bernoulli, checkerboard, pixel, conference, accurate, screen, display, white, measured, computer, estimate, color, intrinsic, deblurring, sdf, blind, black, figure, ieee, warped, deconvolution, intensity, warping, presence, technique, motion, frequency, observed, vignetting, ximea, acm, homography, distortion, measurement, spectrum, mobile] [image, corresponding, large, correspondence, gradient, psnr]
Classifier Learning With Hidden Information
Wang, Ziheng, Ji, Qiang
Wang, Ziheng, Ji, Qiang
[learning, secondary, versus, primary, exploit, lir, existing, relationship, privileged, humpback, cat, side, seal, rat, giant, rpr, baseline, persian, chimpanzee, hippopotamus, panda, set, label, leopard, raccoon, whale, task, predicted, test, statistically, type, predict, student, human] [hidden, training, loss, feature, performance, better, improve, classify, learn, improvement, standard, margin, combine, svm, testing, input, recognition, train] [action, object, target, strong, based, truth] [facial, term, approach, face, ground, expression] [proposed, regularization, method, data, inequality, problem, parameter, function, binary, original, empirical, number, case, represented] [preserving, paper, pig, assumption, generally, figure, total] [image, compare, incomplete]
Single Target Tracking Using Adaptive Clustered Decision Trees and Dynamic Multi-Level Appearance Models
Xiao, Jingjing, Stolkin, Rustam, Leonardis, Ales
Xiao, Jingjing, Stolkin, Rustam, Leonardis, Ales
[visual, set, work, test, select] [feature, level, decision, top, accuracy, performance, highly, discriminative, previous] [target, tracking, adaptive, middle, tracker, superpixels, bounding, appearance, background, candidate, box, object, overlap, online, adaptively, vot, superpixel, relearning, foreground, threshold, propose, success, frame, favour, three, combination, successive, based, scm, video, ivt, csk] [model, tree, robustness, current, continuously, approach, occlusion, represent] [method, algorithm, proposed, update, updating, number, minimum, data, ith] [clustered, robust, ratio, figure, high, simple, enable, illumination, pixel] [matching, image, best, local, region, benchmark, histogram, discriminating, computed, similarity, mth, unmatched, change]
Simultaneous Video Defogging and Stereo Reconstruction
Li, Zhuwen, Tan, Ping, Tan, Robby T., Zou, Danping, Zhiying Zhou, Steven, Cheong, Loong-Fah
Li, Zhuwen, Tan, Ping, Tan, Robby T., Zou, Danping, Zhiying Zhou, Steven, Cheong, Loong-Fah
[work, consistency, vision, evaluation, source] [map, improved, improve, designed, channel, distant, global, version] [frame, based, video, strong, multiple, dark] [depth, term, scene, single, smoothness, ordering, prior, neighboring, reconstruction, error, visibility, estimation] [method, laplacian, function, constraint, data, algorithm, energy, solve, problem, university, iteratively, note] [stereo, defogging, equation, fog, transmission, scattering, figure, inverse, photoconsistency, camera, pixel, conventional, underwater, ieee, estimated, light, computer, meng, coherence, result, color, pattern, matting, observed, synthetic, zhang, second, estimate, recover, clear, foggy, international, simultaneous, defogged, faraway, ambiguity, assume] [image, geometric, region, large, well, difference]
Face Alignment by Coarse-to-Fine Shape Searching
Zhu, Shizhan, Li, Cheng, Change Loy, Chen, Tang, Xiaoou
Zhu, Shizhan, Li, Cheng, Change Loy, Chen, Tang, Xiaoou
[set, dataset, test, search, subset, learning] [feature, training, stage, accuracy, learn, zhu, performance, deep, hybrid, coarse, setting] [framework, based, candidate, weight, appearance, detection, including] [shape, searching, cascaded, regression, face, error, alignment, facial, initialisation, probabilistic, approach, initial, pose, challenging, averaged, xij, model, sdm, regressed, landmark, dominant, helen, lbf, cfan, regressors, rcpr, drmf, lfpw, ced] [method, proposed, distribution, space, random, practical, algorithm, time, number, problem, vector, sample] [estimate, robust, center, conventional, speed, accurate, estimated, estimating] [local, sift, comparison, large, early, worth, outperforms, best, subsequent, region]
Learning Deep Representations for Ground-to-Aerial Geolocalization
Lin, Tsung-Yi, Cui, Yin, Belongie, Serge, Hays, James
Lin, Tsung-Yi, Cui, Yin, Belongie, Serge, Hays, James
[test, learning, set, novel, embedding, task, visual, generalize, search, hard, evaluation, correct, baseline] [feature, deep, training, learned, top, representation, network, convolutional, trained, performance, learn, architecture, layer, loss, margin, input, build] [average, based, object, correctly, publicly] [face, depth, aligned, ground, location, orientation, model, building, scene] [data, method, number, function, dimensional, euclidean, proposed] [figure, traditional, paper, direction] [image, aerial, matching, view, matched, query, distance, unmatched, pair, match, street, imagery, geolocalization, san, corresponding, scale, large, crossview, database, similarity, reference]
Unsupervised Simultaneous Orthogonal Basis Clustering Feature Selection
Han, Dongyoon, Kim, Junmo
Han, Dongyoon, Kim, Junmo
[selected, unsupervised, latent, select, learning, set, datasets, type, unlabeled, dataset] [feature, discriminative, better, performance] [target, propose, based] [projected, structure, single, face, regression, term] [socfs, selection, matrix, clustering, data, orthogonal, nmi, acc, ndfs, nonnegative, proposed, udfs, mcfs, number, cluster, constraint, optimization, basis, algorithm, min, regularized, formulation, objective, selects, problem, update, projection, method, bet, analysis, umist, experimental, subproblem, row, spectral, usps, practical, function, solution, orthogonality, minimized, factorization, yaleb, tune, variable, parameter, relates, diagonal, encoding] [figure, directly, simultaneous] [local, corresponding, computed, lung, best]
Space-Time Tree Ensemble for Action Recognition
Ma, Shugao, Sigal, Leonid, Sclaroff, Stan
Ma, Shugao, Sigal, Leonid, Sclaroff, Stan
[set, human, word, discover, discovered, discovering, mining, mined, latent, appear, search, positive] [discriminative, performance, training, learned, recognition, class, smaller, larger, root, ensemble, frequent, pooling, representation, table, testing, svm] [action, video, highfive, temporal, stss, hierarchical, node, average, edge, sts, eij, movement, segmentation, hug, box, bounding, combination, propose, kiss, recall, wang] [tree, body, model, inference, approach, structure, procedure, single, vertex] [graph, compact, number, method, clustering, exact, note, space, pairwise, cluster, fusion] [small, figure, simple] [spatial, matching, best, partial, large, pair, vocabulary, matched, computed, match]
Subgraph Decomposition for Multi-Target Tracking
Tang, Siyu, Andres, Bjoern, Andriluka, Miykhaylo, Schiele, Bernt
Tang, Siyu, Andres, Bjoern, Andriluka, Miykhaylo, Schiele, Bernt
[set, probability, people, association, selected, subset, par] [performance, jointly, feature, connected, achieves, compared, learned] [subgraph, multicut, tracking, disjoint, detection, tracklet, cost, mota, frame, target, multiple, ilp, yvw, object, hypothesis, undirected, track, based, state, tracklets, edge, suppression, video, path] [model, unary, approach, initial, procedure, full] [problem, minimum, graph, number, respect, pairwise, solution, feasible, time, method, space, objective, optimization, proposed, greedy, optimal, data, linear, decomposition, function, formulation, solving, variable] [solver, figure, component] [characteristic, comparison, cycle, good, person, overlapping, spatial]
Understanding Image Structure via Hierarchical Shape Parsing
Liu, Xian-Ming, Ji, Rongrong, Wang, Changhu, Liu, Wei, Zhong, Bineng, Huang, Thomas S.
Liu, Xian-Ming, Ji, Rongrong, Wang, Changhu, Liu, Wei, Zhong, Bineng, Huang, Thomas S.
[visual, vision, human, search, learning, collection, perform, exploring, unsupervised, understanding, example, probability, parse] [parsing, feature, pooling, representation, level, structured, selective, table, performance, recognition, larger, compared, top, improve, pyramid, exemplar, convolutional, better, build, inspired, neural] [hierarchical, edge, object, structural, detection, objectness, appearance, based, node, recall, parsed, complex, superpixels, cognitive, indicates, performs, saliency] [tree, structure, shape, scene, building, approach, inference] [proposed, method, number, algorithm, space, analysis, markov, machine, journal] [computer, figure, ieee, pattern, conference, international, paper, component] [image, scale, matching, region, spatial, local, well, corresponding]
Coarse-To-Fine Region Selection and Matching
Yang, Yanchao, Lu, Zhaojin, Sundaramoorthi, Ganesh
Yang, Yanchao, Lu, Zhaojin, Sundaramoorthi, Ganesh
[search, test, subset, set, baseline, dataset, vision, existing, correct, highest] [size, level, top, performance, achieve] [detection, interest, hierarchical, threshold, group, salient, recall, precision, entire, cost] [viewpoint, point, procedure, approach] [method, number, algorithm, denote, computational, journal, sample, chosen, element, decomposition, block, time] [figure, computer, pixel, ieee, pattern, second, conference, international, piecewise, robust] [region, matching, hierarchy, image, invariant, large, rate, match, descriptor, correspondence, matched, corresponding, wide, change, false, turntable, maximal, ncc, invariance, alarm, orbit, best, transforms, sift, asift, roc, comparing, local, bij, scale, compare, indicate, patch, neighborhood, haraff]
Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction
Luo, Yan, Wong, Yongkang, Zhao, Qi
Luo, Yan, Wong, Yongkang, Zhao, Qi
[learning, visual, dataset, human, knowledge, set, prediction, label, vision, datasets, existing, predict, evaluation, process, natural, processing, leverage, sauc, osie] [training, width, feature, mit, learn, learned, trained, discriminative, map, better, neural, performance] [saliency, online, based, eye, object, itti, attention, tracking, gbvs] [model, prior, scene, ground] [sparse, proposed, algorithm, machine, quadratic, surrogate, lcqs, update, min, convergence, gaussian, arg, analysis, method, problem, sample, journal, function, number, regularization, data, matrix, basis, solution] [ieee, blur, computer, pattern, conference, bias, center, international, conventional, figure] [dictionary, image, consistent, cross, compute, large, computed, leveraging, corresponding, scale]
Subgraph Matching Using Compactness Prior for Robust Feature Correspondence
Suh, Yumin, Adamczewski, Kamil, Mu Lee, Kyoung
Suh, Yumin, Adamczewski, Kamil, Mu Lee, Kyoung
[vision, learning, active, evaluate, positive, example, randomly, set, amount] [feature, performance, recognition, additional, input] [node, subgraph, precision, recall, state, three, proposal, propose, monte, edge, based, score, object] [deformation, prior, sea, ground, represent] [graph, number, method, solution, objective, iqp, algorithm, proposed, core, markov, problem, formulation, original, chain, random, solve, vector, nout, space, fgm, rrwm, represented, machine, ipfp, optimization, analysis, function, consistently, plotted, effectively, parameter, matrix, yia, curve] [varying, figure, computer, ieee, pattern, conference, noise, robust, real, international, cho, sin, synthetic, robustly, result, presence] [matching, correspondence, compactness, attributed, true, consists, match, large]
Pedestrian Detection Aided by Deep Learning Semantic Tasks
Tian, Yonglong, Luo, Ping, Wang, Xiaogang, Tang, Xiaoou
Tian, Yonglong, Luo, Ping, Wang, Xiaogang, Tang, Xiaoou
[attribute, learning, hard, datasets, task, positive, semantic, existing, work, human, dataset] [pedestrian, deep, log, negative, shared, feature, learned, learn, channel, representation, effectiveness, eth, jointly, unshared, achieved, percent, hog, loss, cnn, jointdeep, improve, layer, tacnn, table, acf, caltech, trained, convolutional, network, training, performance, context, previous, road] [detection, multiple, background, including, segmentation, object] [scene, model, single, structure, tree, body, challenging, mixture, occlusion, deformable] [main, data, number, sample, binary, proposed, vector, reduces, denoted, function, matrix, projection] [figure, motion, second, vehicle, carefully, result, vertical, sky] [rate, outperforms, large, corresponding, image]
Multihypothesis Trajectory Analysis for Robust Visual Tracking
Lee, Dae-Youn, Sim, Jae-Young, Kim, Chang-Su
Lee, Dae-Youn, Sim, Jae-Young, Kim, Chang-Su
[visual, select, set, selected, test, search] [feature, table, better, previous, achieve] [tracker, forward, tracking, trajectory, backward, frame, object, target, appearance, mta, bounding, multiple, cyclic, three, based, struck, box, interval, multihypothesis, meem, consecutive, yield, updated, average, success, failure, weight, online, precision, employ, kcf, backwardly, employing, score, analyzing, measure, detect, tld] [position, robustness, single, current] [proposed, algorithm, vector, analysis, time, optimal, support, selection, denote, note, experimental] [component, figure, robust, conventional, estimated, illumination, result, motion, color, red, length, korea] [geometric, similarity, best, pair, benchmark, corresponding, image, discriminant, invariant]
Domain-Size Pooling in Local Descriptors: DSP-SIFT
Dong, Jingming, Soatto, Stefano
Dong, Jingming, Soatto, Stefano
[domain, vision, dataset, learning, selected, evaluation, include] [pooling, size, performance, recognition, feature, map, convolutional, neural, arxiv, larger, improvement, discriminative, network, response, standard, detector, increasing] [average, precision, interpretation, including] [scene, point, visibility, performed, detected, single] [number, dimension, complexity, derivation, depends, analysis, method] [computer, conference, pattern, ieee, figure, frequency, small, international, blur, sensitivity, planar, classical] [sift, computed, descriptor, scale, matching, image, spatial, magnitude, oxford, transformation, outperforms, comparison, nuisance, local, large, best, sampling, fischer, gradient, variability, compare, ordinary, distance, corresponding, aggregating]
Object Detection by Labeling Superpixels
Yan, Junjie, Yu, Yinan, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z.
Yan, Junjie, Yu, Yinan, Zhu, Xiangyu, Lei, Zhen, Li, Stan Z.
[labeling, label, generation, set, semantic, category, system, learning, search, visual] [cnn, pascal, rcnn, performance, voc, imagenet, feature, better, deep, convolutional, neural, output, learned, sliding, training, pedestrian, arxiv, preprint, window, testing, belongs, map, cnns, trained, top, selective, layer, googlenet, improve, context, table, improvement] [detection, object, superpixel, cost, based, proposal, superpixels, appearance, bounding, recall, partition, segmentation, structural, weight, truth, generate, leading, score, overlap] [model, term, inference, face, ground, infer, current, scene, single] [method, data, proposed, number, energy, function, compact, problem] [result, smooth, small, ratio, paper, pixel, robust] [image, large, neighborhood]
Fast 2D Border Ownership Assignment
Teo, Ching, Fermuller, Cornelia, Aloimonos, Yiannis
Teo, Ching, Fermuller, Cornelia, Aloimonos, Yiannis
[prediction, dataset, vision, set, visual, example, predict, natural, predicted] [structured, contour, training, top, feature, input, accuracy, compared, decision, table, previous, learn] [ownership, border, boundary, extremal, bsds, edge, token, foreground, object, srf, grouping, detection, segmentation, target, gestalt, background, oriented, key, cue, detect] [depth, approach, indoor, orientation, ground, torque, step, closure, shape, structure, split, tree, capture, occlusion] [spectral, basis, random, assignment, principal, note, data, number, tangent, order, proposed] [computer, spiral, figure, simple] [image, local, patch, derived, gradient, corresponding, pca]
From Single Image Query to Detailed 3D Reconstruction
Schonberger, Johannes L., Radenovic, Filip, Chum, Ondrej, Frahm, Jan-Michael
Schonberger, Johannes L., Radenovic, Filip, Chum, Ondrej, Frahm, Jan-Michael
[photo, system, set, mining, incremental, collection, search, retrieve, ability] [additional, top, achieve] [based, multiple, propose, object, entire] [reconstruction, scene, sfm, detailed, initial, model, structure, approach, single, modeling, surface, point, landmark, provide] [number, proposed, method, order, low, ransac, pairwise, reduced, problem, approximate, symmetric] [detail, figure, camera, high, arc, focal, zoom, result, caused, small, geometry, computer, viewing, left, projective, terracotta] [image, retrieval, query, resolution, scale, geometric, matching, large, crawl, retrieved, unordered, sideways, registration, nearest, transformation, registered, spatial, internet, overview, neighbor, exhaustive, notre, overcome, fraction, extreme, faulty, view]
Fast and Flexible Convolutional Sparse Coding
Heide, Felix, Heidrich, Wolfgang, Wetzstein, Gordon
Heide, Felix, Heidrich, Wolfgang, Wetzstein, Gordon
[learning, dataset, vision, set, evaluate, datasets, existing, strategy, work, example] [convolutional, learned, feature, better, convolution, table, previous, inversion, standard, training, size] [boundary, cost, propose, framework, supported] [reconstruction, allows, approach, described, term] [sparse, method, proposed, objective, coding, algorithm, data, csc, optimization, solve, formulation, converges, argmin, general, linear, fruit, convergence, sum, number, problem, faster, solution, bristow, original, shrinkage, alternating, solved, solving, gaussian, note, convex, operator, time, proximal, derive] [figure, quality, frequency, computer, signal, compressive, inverse, imaging] [image, incomplete, local, psnr, demonstrate, city, well, sampled, spatial, splitting, compare, good]
Iteratively Reweighted Graph Cut for Multi-Label MRFs With Non-Convex Priors
Ajanthan, Thalaiyasingam, Hartley, Richard, Salzmann, Mathieu, Li, Hongdong
Ajanthan, Thalaiyasingam, Hartley, Richard, Salzmann, Mathieu, Li, Hongdong
[set, label, vision, strategy, introduce] [table, hybrid, additional] [cost, edge, node, memory, employed] [potential, point, unary, approach] [energy, algorithm, graph, function, cut, convex, iteratively, minimization, note, mrf, swap, pairwise, irgc, concave, minimize, truncated, reweighted, surrogate, minimum, iteration, supergradient, cauchy, analysis, time, corrupted, machine, wpq, problem, multilabel, linear, fpq, minimizing, requirement, case, lower, tsukuba, form, solution, method, gaussian, mrfs, quadratic, general, data, summarized, lowest, execution, lemma] [computer, ieee, pattern, stereo, quality, estimate, conference, robust, figure] [weighted, corresponding, image, local]
Pairwise Geometric Matching for Large-Scale Object Retrieval
Li, Xinchao, Larson, Martha, Hanjalic, Alan
Li, Xinchao, Larson, Martha, Hanjalic, Alan
[set, system, visual, consistency, evaluate, strategy, work, datasets, ranking, ranked] [performance, feature, map, table, global, bof, improvement, compared, improving, achieved, improve, generic] [object, salient, individual, based, three, multiple, bin, start] [point, initial, model, typically, step, approach] [pairwise, method, proposed, time, scaling, number, case, computational, hamming, experimental, exploited, binary, order, exploiting, original, code] [rotation, figure, high] [image, geometric, spatial, matching, retrieval, correspondence, local, pgm, scale, transformation, query, large, hough, cvpr, hpm, oxford, barcelona, matched, scheme, comparison, applied, weighting, reranking, voting, vocabulary, derived, pair, computed, database, performing, best, similarity, illustrated]
Deep Convolutional Neural Fields for Depth Estimation From a Single Image
Liu, Fayao, Shen, Chunhua, Lin, Guosheng
Liu, Fayao, Shen, Chunhua, Lin, Guosheng
[learning, work, conditional, predicting, semantic, prediction, baseline, dataset, rel, set, report] [deep, cnn, network, neural, convolutional, training, crf, map, jointly, input, better, conv, table, composed, train, layer, relu, trained, learn, structured, compared, shared, negative, eigen] [superpixel, partition, performs, based, superpixels] [depth, model, unary, continuous, single, estimation, scene, potential, rpq, error, svr, nyu, regression, neighbouring, inference, smoothness, analytically, indoor, term, spq] [method, pairwise, function, consider, problem, note, solve, random, general, solving, optimization, proposed, matrix, vector, extra] [ieee, outdoor, directly, rms] [image, outperforms]
TVSum: Summarizing Web Videos Using Titles
Song, Yale, Vallmitjana, Jordi, Stent, Amanda, Jaimes, Alejandro
Song, Yale, Vallmitjana, Jordi, Stent, Amanda, Jaimes, Alejandro
[visual, summarization, summary, set, dataset, title, summe, shot, search, web, archetypal, concept, chronological, representative, human, descriptive, content, learning, collected, work, exclusive, livelight, user, interestingness, selecting, latent, visually] [shared, learns, learned, representation, table, learn] [video, score, frame, framework, average, attention, online, generated, making, group, combination, based, temporal, measure] [approach, canonical, reconstruction, prior, model, provide, capture, represent] [analysis, data, pairwise, main, problem, algorithm, method, optimization, convex, solving, cluster, solve, solution, expressed, optimal, number] [figure, length, total, quality, color, equation, ieee] [image, query, computed, well, compute]
Understanding Deep Image Representations by Inverting Them
Mahendran, Aravindh, Vedaldi, Andrea
Mahendran, Aravindh, Vedaldi, Andrea
[visual, natural, understanding, amount, interesting, learning, study, subset] [hog, deep, neural, cnn, inversion, dsift, representation, network, cnns, standard, invert, table, regulariser, layer, loss, inverting, convolutional, imagenet, shallow, compared, implemented, hoggle, feature, max, binning, larger, learned, increasing, apply] [average, based, viewed, apparent] [reconstruction, error, model, qualitative, prior] [method, euclidean, analysis, function, problem, code, bilinear, norm, linear, algorithm, note, objective, original, normalized, regularization] [figure, inverse, technique, paper, reconstructing, requires, direct, ieee, derivative] [image, gradient, local, best, sift, applied, computing, contained, cell, reference, large]
Single Image Super-Resolution From Transformed Self-Exemplars
Huang, Jia-Bin, Singh, Abhishek, Ahuja, Narendra
Huang, Jia-Bin, Singh, Abhishek, Ahuja, Narendra
[natural, source, search, learning, visual, exploit, dataset] [training, better, input, performance, version, achieve, structured] [target, based, cost, propose, indicates, appearance] [urban, deformation, quantitative, single, scene, regression, model, shape, estimation, searching, detected, initialization, driven] [algorithm, matrix, method, space, proposed, parameter, mapping, number, function, simultaneously] [perspective, figure, planar, plane, estimate, ieee, geometry, second, acm] [image, patch, transformation, neighbor, internal, external, nearest, matching, geometric, scale, best, srcnn, dictionary, glasner, kim, scsr, database, patchmatch, transformed, downsampled, large, regular, bsd, comparison, psnr, indicate, local, fast, similarity]
Constrained Planar Cuts - Object Partitioning for Point Clouds
Schoeler, Markus, Papon, Jeremie, Worgotter, Florentin
Schoeler, Markus, Papon, Jeremie, Worgotter, Florentin
[human, set, vision, work, supervised, unsupervised, consistency, scoring, introduce, evaluation, annotated, label, evaluate] [recognition, performance, level, training, class, achieve, reported, shoulder] [object, segmentation, partitioning, edge, supervoxels, rand, segment, score, strong, supervoxel, leading, boundary] [point, adjacency, constrained, model, concavity, princeton, cloud, shape, mesh, single, step, full, ground, approach, error, pose, smin] [concave, cut, algorithm, method, convex, graph, euclidean, ransac, directional, proposed, support, number, data, clustering] [figure, computer, ieee, pattern, conference, planar, noise, acm, separate] [local, cutting, locally, benchmark, well, weighted, gap, randomized, distance]
A Weighted Sparse Coding Framework for Saliency Detection
Li, Nianyi, Sun, Bilin, Yu, Jingyi
Li, Nianyi, Sun, Bilin, Yu, Jingyi
[set, human, visual, vision, focus, existing] [feature, performance, input, map, combine, compared, highly] [saliency, superpixels, detection, focusness, salient, precision, recall, dsr, foreground, lrmr, based, superpixel, background, gbmr, framework, hdct, orbd, sod, contrast, measure, prc, object, handling, lfsd, generate, weight] [depth, approach, scene, template, rgb, reconstruction, represent, error] [algorithm, data, sparse, matrix, solution, vector, coding, notice, iterative, function, number] [color, light, high, computer, focal, figure, stereo, stack, technique, disparity, conference, ieee] [image, dictionary, texture, weighted, histogram, reference, region, database, scheme, compute, similarity, connectivity, comprehensive, computed]
Handling Motion Blur in Multi-Frame Super-Resolution
Ma, Ziyang, Liao, Renjie, Tao, Xin, Xu, Li, Jia, Jiaya, Wu, Enhua
Ma, Ziyang, Liao, Renjie, Tao, Xin, Xu, Li, Jia, Jiaya, Wu, Enhua
[latent, natural, set, work, text, process, system, relationship] [input, log, intermediate, max, better] [video, based, frame, mask, temporal, framework, measure, dft] [estimation, prior, error, single, reconstruction, approach, challenging] [kernel, method, arg, number, penalty, sparse, distribution, proposed, solution, selection, consider, sum, university] [motion, blur, sharp, sharpness, deblurring, figure, pixel, estimate, blurred, result, small, noise, optical, iil, family, estimating, blind, robust, relative, ski, mfsr, signal, estimated, simple, multiframe, blurry, cho, reasonable, directly, quality, clear, computer] [image, corresponding, region, large, gradient, local, scheme]
Approximate Nearest Neighbor Fields in Video
Ben-Zrihem, Nir, Zelnik-Manor, Lihi
Ben-Zrihem, Nir, Zelnik-Manor, Lihi
[set, search, vision, work, example, european, test] [accuracy, previous, size, global, larger, performance] [video, frame, temporal, candidate, based, target, appearance, consecutive, intersection] [single, approach, realtime, error, estimation, reconstruction, tree] [hashing, algorithm, approximate, time, computation, exact, gaussian, number, random, solution, problem, cluster, proposed, range, low, complexity, approximated] [figure, optical, high, pattern, small, motion, color] [reference, patch, riann, ann, image, coherency, spatial, query, nearest, distance, patchmatch, compare, neighbor, ring, large, denoising, change, match, matching, compute, fast, radius, computing, consists, local, computed, grayscale, treecann, styling, illustrated, lipschitz]
Inverting RANSAC: Global Model Detection via Inlier Rate Estimation
Litman, Roee, Korman, Simon, Bronstein, Alexander, Avidan, Shai
Litman, Roee, Korman, Simon, Bronstein, Alexander, Avidan, Shai
[probability, set, maximization, work, example, vision] [size, global] [threshold, group, based] [error, model, volume, point, estimation, challenging, approach, continuous, ground] [algorithm, sample, method, distribution, ransac, minimum, space, analysis, optimal, row, case, theoretical, bnb, portion, proposition, normalized, main, number, random, depends, lower, range, approximation, data] [figure, inliers, computer, noise, ieee, ball, uniform, red, blue, international, homography, result, pattern, conference, minimal, estimate, presented] [inlier, rate, transformation, match, image, rmin, usac, dmax, sampling, distance, pair, ire, radius, tmin, fail, matching, large, gmd, attains, true, best, fin, fout, maximal, practice, local, consensus]
Robust Multi-Image Based Blind Face Hallucination
Jin, Yonggang, Bouganis, Christos-Savvas
Jin, Yonggang, Bouganis, Christos-Savvas
[work, latent, predicted, set, example, association, learning] [performance, log, previous, generic, max, table, map, training, better, feature, size, improve, global] [multiple, combination, based, viewed, combined, framework, tracking, background] [face, prior, estimation, posterior, model, facial, mixture, single, holistic, approach] [kernel, proposed, covariance, gaussian, method, updating, bound, lower, distribution, note, arg, subspace, number, constraint, optimizing, normalized, special] [estimated, ieee, robust, blind, simulated, real, estimate, paper, figure, observation, observed, deblurring, assumed] [blurring, pca, image, mppca, transformation, hallucination, registration, initialized, database, const, comparison, local, patch, hmrf, est, represents, psnr, applied]
On Learning Optimized Reaction Diffusion Processes for Effective Image Restoration
Chen, Yunjin, Yu, Wei, Pock, Thomas
Chen, Yunjin, Yu, Wei, Pock, Thomas
[process, learning, test, work, natural, set, feedback] [training, trained, stage, learned, jpeg, size, table, performance, previous, convolution, train, loss, output, effective, standard, involves, additional, smoothing] [based, propose] [model, term, joint, anisotropic, step, discrete, prior, approach, descent, typically] [diffusion, function, nonlinear, proposed, reaction, penalty, linear, gaussian, time, computation, ugt, greedy, order, algorithm, csf, deblocking, problem, consider, energy, number, method, data, optimized, trdt, kernel, note, lead, critical, minimization, wnnm, optimal] [high, ieee, noise, conventional, parallel, result, supplemental, figure, derivative, material] [image, restoration, denoising, gradient, local, corresponding, variational]
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching
Nguyen, Quynh, Gautier, Antoine, Hein, Matthias
Nguyen, Quynh, Gautier, Antoine, Hein, Matthias
[hypergraph, set, work, dataset, associated, car, test, perform] [max, accuracy, higher, better, increasing, hgm, performance, previous, compared, competitive] [score, sequence, based, propose, motorbike, viewed] [deformation, point, coordinate, lifted, approach] [order, tensor, algorithm, third, graph, problem, number, ascent, assignment, multilinear, function, fourth, bcagm, symmetric, proposed, optimize, block, mpm, optimization, form, rrwhm, theorem, method, original, scaling, lemma, reweighted, idea, ipfp, random, hungarian, arg, strictly, spectral, guarantee, optimal, pairwise, note, objective, nin, running] [second, figure, monotonically, robust, noise] [matching, monotonic, image, geometric, corresponding, scheme]
TILDE: A Temporally Invariant Learned DEtector
Verdie, Yannick, Yi, Kwang, Fua, Pascal, Lepetit, Vincent
Verdie, Yannick, Yi, Kwang, Fua, Pascal, Lepetit, Vincent
[learning, vision, dataset, webcam, set, positive, introduce, task, work] [training, detector, feature, performance, learned, layer, loss, trained, learn, response, standard, size, train] [score, average, three, sequence, detection, temporal, extract] [approach, term, detected, shape, location] [method, linear, number, machine, proposed, function, objective, original, time, approximation] [computer, conference, pattern, simple, figure, international, robust, outdoor, ieee, captured, illumination] [keypoints, keypoint, image, regressor, repeatability, sift, oxford, surf, local, scale, applied, separable, sfop, wade, drastic, invariant, mser, sifer, lcf, matching, large, good, wnm, best, fast, chamonix]
A Maximum Entropy Feature Descriptor for Age Invariant Face Recognition
Gong, Dihong, Li, Zhifeng, Tao, Dacheng, Liu, Jianzhuang, Li, Xuelong
Gong, Dihong, Li, Zhifeng, Tao, Dacheng, Liu, Jianzhuang, Li, Xuelong
[set, entropy, probability, dataset, existing, vision] [feature, recognition, age, training, morph, discriminative, identity, table, decision, performance, factor, album, extracted, log, hog, representation, improve, cosine, compared] [framework, based, node] [face, approach, tree, facial, leaf, model, expressive, ifa, estimation, orientation] [vector, maximum, binary, proposed, code, random, analysis, sample, encoding, method, space, number, largest] [pattern, ieee, figure, component, pixel, uniform, frequency, computer] [descriptor, matching, aging, image, local, lbp, sift, gallery, invariant, probe, mefd, scheme, fgnet, aifr, called, lfw, database, tot, sampling, illustrated, splitting, generalizability, representing, distance, histogram, corresponding]
Sense Discovery via Co-Clustering on Images and Text
Chen, Xinlei, Ritter, Alan, Gupta, Abhinav, Mitchell, Tom
Chen, Xinlei, Ritter, Alan, Gupta, Abhinav, Mitchell, Tom
[visual, semantic, text, sense, domain, word, knowledge, google, discovers, create, unsupervised, scoring, disambiguation, automatically, dataset, learning, human, web, discovering, set, perform, associated, discover, noun, discovery, phrase, search, evaluation, apple, work, baseline, correspond] [feature, performance, representation, table, training] [based, multiple, node, likelihood, merge, object, score, intersection, subway, propose, extract, generate] [approach, term, joint, structure, model, represent, split, step, cmu, smoothness] [clustering, data, cluster, algorithm, mapping, problem, space, number, spectral, note, function, experiment, membership, iterative] [figure, estimate, assumption] [image, bow, similarity, histogram, compare]
An Approximate Shading Model for Object Relighting
Liao, Zicheng, Karsch, Kevin, Forsyth, David
Liao, Zicheng, Karsch, Kevin, Forsyth, David
[user, study, visual, system, dataset, existing, subject, task, set, expert] [coarse, age, layer, representation, standard, passed, table, alternative, better] [object, viewed, target, complex] [shape, model, scene, composition, reconstruction, error, normal, surface, rendered, single, realistic, approach, estimation, allows, realism] [method, approximate, composite, column, lower, number] [shading, detail, barron, illumination, insertion, real, malik, parametric, result, figure, karsch, material, relighting, half, inserted, chose, rendering, synthetic, residual, preferred, acm, light, albedo, simple, color, accurate, smooth, technique, second, subpopulation, high, produce, failed, artist, intrinsic, male, lighting] [image, geometric, view, large, best, well, comparison]
Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes
Chen, Qiang, Huang, Junshi, Feris, Rogerio, Brown, Lisa M., Dong, Jian, Yan, Shuicheng
Chen, Qiang, Huang, Junshi, Feris, Rogerio, Brown, Lisa M., Dong, Jian, Yan, Shuicheng
[domain, attribute, clothing, adaptation, dataset, learning, source, people, surveillance, shopping, visual, describing, unsupervised, set, search, work, annotated, fashion, supervised, semantic, amount, evaluation, label, human, datasets, annotation, ddan, prediction] [deep, feature, network, layer, training, convolutional, neural, cnn, imagenet, output, fully, standard, bridge, recognition, setting, learned] [target, online, based, detection, cost, bounding, hierarchical, including, merging, candidate, path, correlation] [model, alignment, body, approach, detailed] [data, proposed, problem, consider, number, method, function, linear, analysis, application] [directly, figure, captured, color, small] [street, large, unconstrained, image, similarity, retrieval, consists]
A Convolutional Neural Network Cascade for Face Detection
Li, Haoxiang, Lin, Zhe, Shen, Xiaohui, Brandt, Jonathan, Hua, Gang
Li, Haoxiang, Lin, Zhe, Shen, Xiaohui, Brandt, Jonathan, Hua, Gang
[vision, evaluation, set, positive, visual, test, annotated, work, dataset] [cascade, cnn, layer, detector, training, convolutional, neural, stride, input, performance, cnns, boosted, stage, apply, network, window, achieve, trained, size, cpu, better, vga, headhunter, discriminative, gpu] [detection, bounding, object, score, recall, detect] [face, structure, fps, scan, afw, single, reject, joint] [number, proposed, data, method, kernel, binary, problem, time, faster, discontinuous] [calibration, figure, computer, pattern, ieee, conference, simple, high, accurate, international] [image, false, fast, large, benchmark, resolution]
Visual Vibrometry: Estimating Material Properties From Small Motion in Video
Davis, Abe, Bouman, Katherine L., Chen, Justin G., Rubinstein, Michael, Durand, Fredo, Freeman, William T.
Davis, Abe, Bouman, Katherine L., Chen, Justin G., Rubinstein, Michael, Durand, Fredo, Freeman, William T.
[work, physical, engineering, vision, tend] [testing, training, power, trained, learn, extracted, reported] [video, object, weight, truth] [regression, model, approach, predictive, point, stiffness, ground, single, force, surface, elastic] [analysis, method, data, journal, linear] [material, motion, mode, resonant, fabric, figure, vibration, estimate, small, recovered, frequency, sound, laser, ambient, clamped, geometry, high, estimating, computer, rod, camera, theory, modulus, sensitivity, excitation, estimated, equation, acoustic, spectrum, hanging, technique, measured, aluminum, simple, captured, paper, plsr, setup, pixel, tested] [local, area, modal, corresponding, image]
Jointly Learning Heterogeneous Features for RGB-D Activity Recognition
Hu, Jian-Fang, Zheng, Wei-Shi, Lai, Jianhuang, Zhang, Jianguo
Hu, Jian-Fang, Zheng, Wei-Shi, Lai, Jianhuang, Zhang, Jianguo
[learning, human, set, dataset, work, share, test, report] [feature, shared, recognition, tpf, hoi, table, training, performance, compared, hog, extracted, accuracy, reported, jointly, learn, channel, sysu, pyramid] [activity, ing, action, temporal, skeleton, dynamic, video, msr, object, based, appearance, daily, confusion, sequence, wallet, joulesvm, framework, interaction, employed, three] [model, depth, joint, rgb, step, inference, capture] [heterogeneous, method, proposed, matrix, dimensionality, original, number, min, random, algorithm, sample, optimization, china, projection, science, solution, subspace, fusion, function] [figure, signal, fourier, phone, developed, motion, observed] [gradient, best, outperforms, comparison]
Convolutional Neural Networks at Constrained Time Cost
He, Kaiming, Sun, Jian
He, Kaiming, Sun, Jian
[involved, baseline, understanding] [convolutional, layer, stage, table, pooling, feature, training, accuracy, size, actual, stride, testing, neural, width, map, deep, network, imagenet, investigate, replacement, cnns, sppnet, deeper, previous, increased, smaller, replace, max, better, increase, gpu, augmentation, pool, increasing, replaced, pad, recognition, issue, subsampling, reported, trained] [cost, based, three, memory, series, detection] [model, depth, error, constrained, single, controlled, structure] [time, complexity, running, number, data, reduces, reduced, consider, theoretical, faster] [accurate, paper, commercial, second, pixel] [image, fast, compare, spatial, subsequent, preserve]
Fine-Grained Histopathological Image Analysis via Robust Segmentation and Large-Scale Retrieval
Zhang, Xiaofan, Su, Hai, Yang, Lin, Zhang, Shaoting
Zhang, Xiaofan, Su, Hai, Yang, Lin, Zhang, Shaoting
[system, set, supervised, majority, relevant, analyze, category] [accuracy, table, training, performance, designed, extracted, testing, improve, compared, feature, level, design, conduct, van] [segmentation, detection, framework, based, precision, analyzing, truth, seed, segmented, propose, hierarchical, generate, including] [detected, ground, challenging] [hash, hashing, method, analysis, proposed, number, computational, ksh, repulsive, binary, gaussian, denotes, kernel, note, support, main] [robust, traditional, circle, half, accurate, ratio] [image, cell, histopathological, retrieval, scheme, medical, voting, lung, squamous, diagnosis, weighting, weighted, adenocarcinoma, mapped, cancer, cbir, comparing, breast, grading, large, spv, decided, tissue, clinical, microscopic, represents, distance]
L0TV: A New Method for Image Restoration in the Presence of Impulse Noise
Yuan, Ganzhao, Ghanem, Bernard
Yuan, Ganzhao, Ghanem, Bernard
[probability, refer, set, noisy] [table, multiplicative] [based, adaptive, extensive] [model, prior, term, approach, point] [impulse, method, optimization, journal, problem, algorithm, proximal, data, siam, minimization, admm, solution, min, corrupted, proposed, function, original, optimal, solving, mpec, regularization, arg, sparse, mathematical, equivalent, norm, alternating, linear, penalty, general, dual, solve, convex, convergence, umax, suitable, snr, gaussian, number, analysis, decomposition, primal, form, consider, iteration, objective] [noise, total, imaging, presence, ieee, removing, deblurring, direction, inverse, smooth, uniform, figure, recovery] [image, restoration, variation, denoising, computing, variational, gradient, outperforms]
Modeling Video Evolution for Action Recognition
Fernando, Basura, Gavves, Efstratios, Oramas, Jose M., Ghodrati, Amir, Tuytelaars, Tinne
Fernando, Basura, Gavves, Efstratios, Oramas, Jose M., Ghodrati, Amir, Tuytelaars, Tinne
[ranking, learning, dataset, human, work] [representation, recognition, learn, fisher, training, table, feature, better, map, discriminative, pooling, generalization, improved, observe, applying, capturing, size, class, apply] [video, videodarwin, action, temporal, evolution, appearance, average, frame, based, moving, cooking, forward, reverse, gesture, fdvd, mpii, rfdvd, mbh, propose, score, trajectory, combined, precision] [capture, independent, ordering, modeling, model, approach] [time, function, vector, method, linear, valued, rank, data, order, proposed, kernel, machine, denoted] [figure, varying, motion, stability, relative] [local, compute, well, large, dense, similarity, applied]
Long-Term Correlation Tracking
Ma, Chao, Yang, Xiaokang, Zhang, Chongyang, Yang, Ming-Hsuan
Ma, Chao, Yang, Xiaokang, Zhang, Chongyang, Yang, Ming-Hsuan
[visual, mil, learning, vision, set, european, evaluation] [context, detector, feature, hog, train, effective, window] [tracking, target, correlation, success, overlap, kcf, lct, frame, tracker, performs, stc, online, tld, threshold, struck, temporal, object, appearance, meem, scm, csk, tgpr, asla, based, precision, adaptive, favorably, heavy, background] [model, regression, occlusion, estimation, location, approach, challenging, error, deformation] [method, algorithm, proposed, number, random, case, update, problem, effectively, machine, gaussian, kernel] [figure, computer, conference, ieee, translation, pattern, estimated, robust, motion] [scale, rate, well, fern, distance, fast, change, benchmark, regressor]
Joint Tracking and Segmentation of Multiple Targets
Milan, Anton, Leal-Taixe, Laura, Schindler, Konrad, Reid, Ian
Milan, Anton, Leal-Taixe, Laura, Schindler, Konrad, Reid, Ian
[set, label, evaluation, work, positive, task, association, learning, colour] [representation, crf, detector, global, table, standard, negative] [tracking, detection, object, segmentation, target, trajectory, multiple, superpixel, video, superpixels, temporal, based, cost, bounding, background, tracker, likelihood, track, hypothesis, evidence, crowded, state, foreground, three, edge, weight, entire, propose, online, frame] [model, prior, approach, ground, occluded, location, volume, shape, challenging, scene, continuous, joint, quantitative] [number, method, energy, problem, space, optimization, time, data, pairwise, note, minimum, linear, random] [ieee, motion, velocity, pattern] [image, cvpr, eccv, partial, consistent]
RGBD-Fusion: Real-Time High Precision Depth Recovery
Or - El, Roy, Rosman, Guy, Wetzler, Aaron, Kimmel, Ron, Bruckstein, Alfred M.
Or - El, Roy, Rosman, Guy, Wetzler, Aaron, Kimmel, Ron, Bruckstein, Alfred M.
[vision, natural, set, process] [map, input, accuracy, improve, table] [multiple, object, framework, state, complex, entire, cost] [depth, shape, surface, model, scene, term, reconstruction, initial, estimation, single, rough, normal, error, robustness, introduced, environment, explains] [method, algorithm, proposed, order, function, problem, data, range, low, note, update, move, linear] [shading, lighting, computer, intensity, conference, ieee, high, pattern, recovery, albedo, figure, recover, international, illumination, color, enhance, light, quality, intrinsic, smooth, photometric, handle, real, geometry, spherical, lambertian, frequency, directly, accurate, captured, eliminate, stereo, uniform, recovering, recovered] [image, resolution, enhancement, gradient, local, variational]
Modeling Deformable Gradient Compositions for Single-Image Super-Resolution
Zhu, Yu, Zhang, Yanning, Bonev, Boyan, Yuille, Alan L.
Zhu, Yu, Zhang, Yanning, Bonev, Boyan, Yuille, Alan L.
[set, work, learning, example, woman, bird, exploit, test, select, evaluate, selected] [input, deep, better, network, performance, previous, top, global] [based, edge, mask, baby, path, combination, contrast, propose, integrated, candidate] [deformable, model, deformation, compositional, single, smoothness, prior, structure, position, head, represent, reconstruction, regression, estimation, composition, adjustment] [singular, method, sparse, coding, proposed, function, parameter, linear, base, note, form, literature, constraint, appropriate] [figure, intensity, pixel, sharp, ieee, red, reconstructed] [gradient, patch, image, dictionary, psnr, ridge, ssim, magnitude, corresponding, masked, local, dominating, matching, choose, best, increment, well, neighbor, june]
Generalized Video Deblurring for Dynamic Scenes
Hyun Kim, Tae, Mu Lee, Kyoung
Hyun Kim, Tae, Mu Lee, Kyoung
[latent, vision, work] [apply, previous, better] [dynamic, video, moving, frame, temporal, based, propose, framework, multiple, static] [model, estimation, term, single, scene, depth, approach] [kernel, method, proposed, data, energy, denotes, expressed, general, function, linear, approximated, convex, optimization, algorithm, time, simultaneously, approximate, denote, update, regularization, parameter] [optical, deblurring, motion, blurry, blur, camera, ieee, computer, international, conference, estimate, conventional, handle, pattern, figure, varying, duty, sharp, bidirectional, coherence, result, accurate, cho, etemporal, estimating, captured, real, exposure, lee, spatially, shake, pixel, brightness, removing] [image, spatial, corresponding, cycle, large]
Active Pictorial Structures
Antonakos, Epameinondas, Alabort-i-Medina, Joan, Zafeiriou, Stefanos
Antonakos, Epameinondas, Alabort-i-Medina, Joan, Zafeiriou, Stefanos
[vision, active, set, existing, correspond] [recognition, training, trained, connected, table, applying, global] [appearance, object, cost, precision, employ] [shape, model, aps, landmark, deformation, prior, gmrf, normal, compositional, deformable, structure, face, pictorial, alignment, aams, jacobian, single, error, aam, generative, tree, location, facial] [graph, proposed, matrix, vector, distribution, optimization, random, method, covariance, algorithm, case, order, function, note, close, respect, analysis, multivariate, denotes, equivalent, form, denote, markov] [computer, ieee, inverse, conference, pattern, international, robust, accurate, high, figure] [pca, image, comparison, local, patch, statistical, best]
Ego-Surfing First-Person Videos
Yonetani, Ryo, Kitani, Kris M., Sato, Yoichi
Yonetani, Ryo, Kitani, Kris M., Sato, Yoichi
[vision, people, search, work, dataset, novel, visual, collection, annotated, wearing, set] [global, recognition, generic, detector, table, performance] [target, video, correlation, observer, supervoxel, targetness, supervoxels, based, wearable, pov, plike, likelihood, frame, segmentation, recognizers, pabs, group, pfull, detection, localize, interval, egocentric, assistive, chat, shirt] [face, approach, prior, social, head, cmu, estimation, pose, averaged, potential, evaluated, recorded] [binary, subspace, method, analysis, time, consider, assignment, proposed] [motion, pattern, computer, conference, ieee, international, figure, privacy, camera, pixel, estimate, yellow, robust, acm, blur, high] [local, person, image, cross, region, corresponding]
Visual Saliency Based on Multiscale Deep Features
Li, Guanbin, Yu, Yizhou
Li, Guanbin, Yu, Yizhou
[visual, dataset, set, label, learning, existing, labeled, human] [cnn, feature, neural, deep, trained, map, network, training, connected, fully, convolutional, performance, extracted, output, achieves, rectangular, fed, imagenet, architecture, layer, recognition] [saliency, salient, recall, three, precision, multiscale, contrast, object, mdf, segmentation, based, drfi, multiple, score, attention, edge, hierarchical, bounding, box, detection, strength, entire, surrounding, including, truth, generate, msra, boundary, capable, extraction, background] [model, pixelwise, challenging, ground] [method, vector, number, respect, binary, proposed] [coherence, second, pixel] [image, region, spatial, well, considered, large, best, distance, comparison]
Recovering Inner Slices of Translucent Objects by Multi-Frequency Illumination
Tanaka, Kenichiro, Mukaigawa, Yasuhiro, Kubo, Hiroyuki, Matsushita, Yasuyuki, Yagi, Yasushi
Tanaka, Kenichiro, Mukaigawa, Yasuhiro, Kubo, Hiroyuki, Matsushita, Yasuyuki, Yagi, Yasushi
[set, vision, selected, evaluation, relationship] [layer, global, structured] [appearance, object, target, multiple, truth] [depth, surface, scene, step, ground, normal, point, shape, projected] [method, inner, lower, upper, projection, number, matrix, problem] [pattern, direct, light, translucent, scattering, pitch, slice, informative, component, inside, illumination, recovering, recover, figure, recovered, conference, computer, radiance, infrared, recovery, ieee, imaging, zncc, result, thickness, camera, frequency, relative, optical, painting, technique, projector, intensity, develop, spread, psf, pigment, small, separation, ratio, checker, draft, coaxial, international, depthdependent, hfi, transparent, measurement] [texture, image, corresponding, illustrated]
Local High-Order Regularization on Data Manifolds
In Kim, Kwang, Tompkin, James, Pfister, Hanspeter, Theobalt, Christian
In Kim, Kwang, Tompkin, James, Pfister, Hanspeter, Theobalt, Christian
[learning, human, evaluation, set, work, evaluating, labeled, embedding] [build, performance] [based, measure, three, density] [body, error, point, joint, normal, shape, pose, continuous, fitting, approach, surface] [laplacian, graph, regularizer, data, regularization, space, function, approximation, null, matrix, manifold, gaussian, linear, number, case, iterated, lap, order, sparse, defined, algorithm, dimensionality, empirical, regularizers, discontinuous, explicitly, operator, riemannian, analysis, calculation, parameter, geodesic, energy, caesar, underlying, computational, limit, txi, easily, kernel, problem, euclidean] [derivative, constant, degenerate, motion, degeneracy, supplemental, avoids, interpolation, second, enables] [local, corresponding, neighborhood, mocap, construct, metric]
Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art
Hall, David, Perona, Pietro
Hall, David, Perona, Pietro
[dataset, clothing, people, gait, human, sex, set, labelled, style, work, annotation, label, datasets, entropy, visual, attribute, baseline, learning, collected, task, worker, existing, casual] [categorisation, subcategories, age, class, recognition, deep, performance, pedestrian, subcategory, training, convolutional, size, accuracy, extracted, network, top] [bounding, box, video, weight, frame, three, entire, average] [pose, error, estimation, body, model, occlusion, labelling, single, challenging, lsp, viewpoint, height, articulated, normalised, gender] [number, method, data] [figure, left, estimate, total, warped] [image, large, keypoints, person, benchmark, keypoint, region, best, indicate]
Curriculum Learning of Multiple Tasks
Pentina, Anastasia, Sharmanska, Viktoriia, Lampert, Christoph H.
Pentina, Anastasia, Sharmanska, Viktoriia, Lampert, Christoph H.
[learning, task, seqmt, transfer, vision, human, learner, mergedsvm, study, knowledge, baseline, choosing, test, easiest, attribute, awa, seal, adaptation, automatically, question, multiseqmt, hardest, chimpanzee, work, hyperplane, side, domain, hard, giant, european, expected, learing, diversity, semantic, advantageous] [performance, training, learn, class, better, table, generalization, effective, previous, svm, sharing, feature, achieve] [multiple, weight, average, based, sequence, adaptive, propose, object, performs] [error, model, approach, term, hand, single] [order, algorithm, machine, data, proposed, solving, random, bound, linear, method, solved, solve, case, idea, form] [conference, computer, international, figure, high, assume] [best, corresponding, rate, compare, image]
How Many Bits Does it Take for a Stimulus to Be Salient?
Hossein Khatoonabadi, Sayed, Vasconcelos, Nuno, Bajic, Ivan V., Shan, Yufeng
Hossein Khatoonabadi, Sayed, Vasconcelos, Nuno, Bajic, Ivan V., Shan, Yufeng
[visual, prediction, test, label, processing, vision, set, probability, consistency, entropy, natural, human, amount] [feature, accuracy, map, table, neural, standard, class, higher, global] [saliency, video, measure, obdl, average, stimulus, based, temporal, auc, aws, eye, salient, detection, attention, mam, pmes, mcsdm, surp, compressibility, maxnorm, stsd, pxl, gbvs, sorm, principle, score] [model, control, scene, cmp, volume] [block, compressed, sample, number, energy, coding, mrf, proposed, random, analysis, markov, function, avg, journal, low, data] [ieee, motion, high, computer, accurate, figure, measured, signal] [image, compression, spatial, modern, local, implementation, psnr, statistical]
Discrete Optimization of Ray Potentials for Semantic 3D Reconstruction
Savinov, Nikolay, Ladicky, Lubor, Hane, Christian, Pollefeys, Marc
Savinov, Nikolay, Ladicky, Lubor, Hane, Christian, Pollefeys, Marc
[semantic, label, vision, set] [auxiliary, input, higher, standard, top, class, additional, jointly, negative] [cost, object, segmentation, foreground] [depth, potential, voxel, reconstruction, volumetric, voxels, free, occupied, unary, term, surface, building, typically, discrete, south, model, visibility, fir, continuous] [graph, optimization, problem, method, space, data, pairwise, algorithm, min, energy, qpbo, number, proposed, formulation, submodular, assignment, construction, variable, order, solution, approximation, relaxation, formulated, optimal, product, feasible, random, minimization, function, form, projection, solved, move, enforcing, castle, analysis] [ray, computer, conference, pattern, high, figure, length, pixel, stereo, international, directly] [transformation, dense, image, matched, transform, corresponding]
SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation
Li, Chenglong, Lin, Liang, Zuo, Wangmeng, Yan, Shuicheng, Tang, Jin
Li, Chenglong, Lin, Liang, Zuo, Wangmeng, Yan, Shuicheng, Tang, Jin
[set, unsupervised, dataset, semantic, natural, label, work, evaluation, consistency] [discriminative, representation, feature, previous, global, performance, table, better, window] [video, segmentation, temporal, supervoxel, supervoxels, framework, hierarchical, replication, sold, based, bpr, indicates, three, shgb, recall, hgb, precision, appearance, average] [approach, prior, model, neighboring, current] [matrix, rank, algorithm, method, number, decomposition, low, proposed, denotes, graph, constraint, computational, formulated, optimal, superior, optimization, norm, solution, solved, spectral, science, linear, tuning, denote, min, analysis] [ieee, pattern, figure, motion, robust] [consistent, streaming, image, large, comparison, local, region]
On the Appearance of Translucent Edges
Gkioulekas, Ioannis, Walter, Bruce, Adelson, Edward H., Bala, Kavita, Zickler, Todd
Gkioulekas, Ioannis, Walter, Bruce, Adelson, Edward H., Bala, Kavita, Zickler, Todd
[interface, side, physical, describe, variety, understanding] [previous, increasing] [edge, boundary, density, appearance, multiple] [single, position, surface, shape, point, volume, described] [function, row, consider, parameter, maximum, exact] [radiance, scattering, figure, material, translucent, wedge, light, left, ray, component, illumination, geometry, inside, intensity, angle, phase, opaque, discontinuity, moment, second, sharp, refractive, refraction, flux, acm, xmax, direction, albedo, internally, intersect, xmin, produced, ieee, result, silicone, translucency, rise, small, camera] [view, local, geometric, internal, region, area, image, characteristic, distinct, corresponding, corner, change]
On Pairwise Costs for Network Flow Multi-Object Tracking
Chari, Visesh, Lacoste-Julien, Simon, Laptev, Ivan, Sivic, Josef
Chari, Visesh, Lacoste-Julien, Simon, Laptev, Ivan, Sivic, Josef
[people, set, strategy, evaluate, positive, focus] [network, global, previous, standard, additional, table] [tracking, integer, cost, video, object, detection, overlap, uij, propose, multiple, track, framework, measure, heuristic, milan, flowk, qij, frame, mota, marchingrally, crowd, crowded] [approach, head, body, term, program, xij, joint, ground, allows, point, challenging, modeling, structure] [linear, optimization, pairwise, quadratic, solution, selection, problem, objective, method, relaxation, algorithm, rounding, relaxed, formulation, constraint, greedy, number, note, function, convex, order, binary] [figure, small, traditional, presented, high] [corresponding, well, compare, correspondence, overlapping, pair]
Fine-Grained Recognition Without Part Annotations
Krause, Jonathan, Jin, Hailin, Yang, Jianchao, Fei-Fei, Li
Krause, Jonathan, Jin, Hailin, Yang, Jianchao, Fei-Fei, Li
[vision, test, set, visual, work, annotation, european, generating, dataset] [recognition, bbox, training, class, discriminative, performance, cnn, feature, decision, trained, improves, convolutional, learned, learn, better, standard, size, top, combining, caffenet, table, setting] [bounding, segmentation, foreground, object, box, detection, combination, grabcut, based, background, generated, truth, appearance] [pose, alignment, approach, model, aligning, prior, align, single, term, ground, point, shape, represent] [method, graph, time, analysis, minimum, spanning, machine, scaling, number] [computer, pattern, conference, international, figure] [image, difference, large, comparison, propagated]
Robust Reconstruction of Indoor Scenes
Choi, Sungjoon, Zhou, Qian-Yi, Koltun, Vladlen
Choi, Sungjoon, Zhou, Qian-Yi, Koltun, Vladlen
[set, evaluation, automatic, dataset, work, visual, fragment] [global, table, pipeline, accuracy, reported, input, mit] [average, based, precision, recall, trajectory, object] [reconstruction, loop, scene, surface, closure, approach, indoor, room, living, odometry, model, tij, depth, prior, supplementary, xiao, described, alignment, pose, single, dvo, complete, switchable, localization, sfm] [optimization, pairwise, range, algorithm, mapping, formulation, bre, experimental, augmented, graph, data, number, proposed, objective, analysis] [robust, presented, reconstructed, figure, camera, produced, slam, acm, ieee, consumer] [geometric, registration, dense, transformation, correspondence, pair, local, large, false, distance]