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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2013: all accepted papers

477 papers · page 1 of 5 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2013](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2013/)

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1. **[Online Object Tracking: A Benchmark ↗](https://doi.org/10.1109/cvpr.2013.312)**Yi Wu, Jongwoo Lim, Ming–Hsuan Yang*4,032 citations*
2. **[Saliency Detection via Graph-Based Manifold Ranking ↗](https://doi.org/10.1109/cvpr.2013.407)**Chuan Fu Yang, Lihe Zhang, Huchuan Lu et al.*2,481 citations*
3. **[Supervised Descent Method and Its Applications to Face Alignment ↗](https://doi.org/10.1109/cvpr.2013.75)**Xuehan Xiong, Fernando De la Torre*1,896 citations*
4. **[Hierarchical Saliency Detection ↗](https://doi.org/10.1109/cvpr.2013.153)**Qiong Yan, Li Xu, Jianping Shi et al.*1,773 citations*
5. **[Deep Convolutional Network Cascade for Facial Point Detection ↗](https://doi.org/10.1109/cvpr.2013.446)**Yi Jie Sun, Xiaogang Wang, Xiaoou Tang*1,382 citations*
6. **[Salient Object Detection: A Discriminative Regional Feature Integration Approach ↗](https://doi.org/10.1109/cvpr.2013.271)**Huaizu Jiang, Jingdong Wang, Zejian Yuan et al.*1,147 citations*
7. **[Unnatural L0 Sparse Representation for Natural Image Deblurring ↗](https://doi.org/10.1109/cvpr.2013.147)**Li Xu, Shicheng Zheng, Jiaya Jia*1,079 citations*
8. **[Multi-source Multi-scale Counting in Extremely Dense Crowd Images ↗](https://doi.org/10.1109/cvpr.2013.329)**Haroon Idrees, Imran Saleemi, Cody Seibert et al.*1,031 citations*
9. **[Unsupervised Salience Learning for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2013.460)**Rui Zhao, Wanli Ouyang, Xiaogang Wang*1,025 citations*
10. **[HON4D: Histogram of Oriented 4D Normals for Activity Recognition from Depth Sequences ↗](https://doi.org/10.1109/cvpr.2013.98)**Omar Oreifej, Zicheng Liu*956 citations*
11. **[SLAM++: Simultaneous Localisation and Mapping at the Level of Objects ↗](https://doi.org/10.1109/cvpr.2013.178)**Renato F. Salas-Moreno, Richard A. Newcombe, Hauke Strasdat et al.*931 citations*
12. **[Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images ↗](https://doi.org/10.1109/cvpr.2013.377)**Jamie Shotton, Ben Glocker, Christopher Zach et al.*930 citations*
13. **[Pedestrian Detection with Unsupervised Multi-stage Feature Learning ↗](https://doi.org/10.1109/cvpr.2013.465)**Pierre Sermanet, Koray Kavukcuoglu, Soumith Chintala et al.*742 citations*
14. **[All About VLAD ↗](https://doi.org/10.1109/cvpr.2013.207)**Relja Arandjelović, Andrew Zisserman*713 citations*
15. **[Label-Embedding for Attribute-Based Classification ↗](https://doi.org/10.1109/cvpr.2013.111)**Zeynep Akata, Florent Perronnin, Zaïd Harchaoui et al.*618 citations*
16. **[Blessing of Dimensionality: High-Dimensional Feature and Its Efficient Compression for Face Verification ↗](https://doi.org/10.1109/cvpr.2013.389)**Dong Chen, Xudong Cao, Fang Wen et al.*615 citations*
17. **[Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images ↗](https://doi.org/10.1109/cvpr.2013.79)**Saurabh Gupta, Pablo Arbeláez, Jitendra Malik*595 citations*
18. **[Locally Aligned Feature Transforms across Views ↗](https://doi.org/10.1109/cvpr.2013.461)**Wei Li, Xiaogang Wang*574 citations*
19. **[Robust Discriminative Response Map Fitting with Constrained Local Models ↗](https://doi.org/10.1109/cvpr.2013.442)**Akshay Asthana, Stefanos P. Zafeiriou, Shiyang Cheng et al.*557 citations*
20. **[Detecting Pulse from Head Motions in Video ↗](https://doi.org/10.1109/cvpr.2013.440)**Guha Balakrishnan, Frédo Durand, John V. Guttag*553 citations*
21. **[Voxel Cloud Connectivity Segmentation - Supervoxels for Point Clouds ↗](https://doi.org/10.1109/cvpr.2013.264)**Jeremie A. Papon, Alexey Abramov, Markus Schoeler et al.*545 citations*
22. **[Local Fisher Discriminant Analysis for Pedestrian Re-identification ↗](https://doi.org/10.1109/cvpr.2013.426)**Sateesh Pedagadi, James Orwell, Sergio A. Velastín et al.*535 citations*
23. **[Decoding, Calibration and Rectification for Lenselet-Based Plenoptic Cameras ↗](https://doi.org/10.1109/cvpr.2013.137)**Donald G. Dansereau, Oscar R. Pizarro, Stefan B. Williams*533 citations*
24. **[What Makes a Patch Distinct? ↗](https://doi.org/10.1109/cvpr.2013.151)**Ran Margolin, Ayellet Tal, Lihi Zelnik‐Manor*513 citations*
25. **[As-Projective-As-Possible Image Stitching with Moving DLT ↗](https://doi.org/10.1109/cvpr.2013.303)**Julio H. Zaragoza, Tat-Jun Chin, Michael S. Brown et al.*492 citations*
26. **[Story-Driven Summarization for Egocentric Video ↗](https://doi.org/10.1109/cvpr.2013.350)**Zheng Lu, Kristen Grauman*491 citations*
27. **[Learning Locally-Adaptive Decision Functions for Person Verification ↗](https://doi.org/10.1109/cvpr.2013.463)**Zhen Li, Shiyu Chang, Feng Liang et al.*466 citations*
28. **[Cumulative Attribute Space for Age and Crowd Density Estimation ↗](https://doi.org/10.1109/cvpr.2013.319)**Ke Chen, Shaogang Gong, Tao Xiang et al.*453 citations*
29. **[Long-Term Occupancy Analysis Using Graph-Based Optimisation in Thermal Imagery ↗](https://doi.org/10.1109/cvpr.2013.474)**Rikke Gade, Anders Jørgensen, Thomas Baltzer Moeslund*437 citations*
30. **[Spatio-temporal Depth Cuboid Similarity Feature for Activity Recognition Using Depth Camera ↗](https://doi.org/10.1109/cvpr.2013.365)**Lu Xia, J.K. Aggarwal*433 citations*
31. **[Sketch Tokens: A Learned Mid-level Representation for Contour and Object Detection ↗](https://doi.org/10.1109/cvpr.2013.406)**Joseph J. Lim, C. Lawrence Zitnick, Piotr Dollár*427 citations*
32. **[MODEC: Multimodal Decomposable Models for Human Pose Estimation ↗](https://doi.org/10.1109/cvpr.2013.471)**Ben Sapp, Ben Taskar*423 citations*
33. **[Rotation, Scaling and Deformation Invariant Scattering for Texture Discrimination ↗](https://doi.org/10.1109/cvpr.2013.163)**Laurent Sifre, Stéphane Mallat*408 citations*
34. **[Learning without Human Scores for Blind Image Quality Assessment ↗](https://doi.org/10.1109/cvpr.2013.133)**Wufeng Xue, Lei Zhang, Xuanqin Mou*404 citations*
35. **[K-Means Hashing: An Affinity-Preserving Quantization Method for Learning Binary Compact Codes ↗](https://doi.org/10.1109/cvpr.2013.378)**Kaiming He, Fang Wen, Jian Zhong Sun*394 citations*
36. **[Better Exploiting Motion for Better Action Recognition ↗](https://doi.org/10.1109/cvpr.2013.330)**Mihir Jain, Hervé Jeǵou, Patrick Bouthémy*385 citations*
37. **[Optimized Product Quantization for Approximate Nearest Neighbor Search ↗](https://doi.org/10.1109/cvpr.2013.379)**Tiezheng Ge, Kaiming He, Qifa Ke et al.*384 citations*
38. **[An Approach to Pose-Based Action Recognition ↗](https://doi.org/10.1109/cvpr.2013.123)**Chunyu Wang, Yizhou Wang, Alan Yuille*373 citations*
39. **[POOF: Part-Based One-vs.-One Features for Fine-Grained Categorization, Face Verification, and Attribute Estimation ↗](https://doi.org/10.1109/cvpr.2013.128)**Thomas Berg, Peter N. Belhumeur*372 citations*
40. **[Poselet Conditioned Pictorial Structures ↗](https://doi.org/10.1109/cvpr.2013.82)**Leonid Pishchulin, Mykhaylo Andriluka, Peter Gehler et al.*370 citations*
41. **[Blocks That Shout: Distinctive Parts for Scene Classification ↗](https://doi.org/10.1109/cvpr.2013.124)**Mayank Juneja, Andrea Vedaldi, C. V. Jawahar et al.*368 citations*
42. **[Visual Place Recognition with Repetitive Structures ↗](https://doi.org/10.1109/cvpr.2013.119)**Akihiko Torii, Josef Šivic, Tomáš Pajdla et al.*359 citations*
43. **[Unsupervised Joint Object Discovery and Segmentation in Internet Images ↗](https://doi.org/10.1109/cvpr.2013.253)**Michael Rubinstein, Armand Joulin, Johannes Kopf et al.*355 citations*
44. **[Fast Convolutional Sparse Coding ↗](https://doi.org/10.1109/cvpr.2013.57)**Hilton Bristow, Anders P. Eriksson, Simon Lucey*329 citations*
45. **[Fast Image Super-Resolution Based on In-Place Example Regression ↗](https://doi.org/10.1109/cvpr.2013.141)**Jianchao Yang, Zhe Lin, Scott D. Cohen*327 citations*
46. **[A Machine Learning Approach for Non-blind Image Deconvolution ↗](https://doi.org/10.1109/cvpr.2013.142)**Christian J. Schuler, Harold Christopher Burger, Stefan Harmeling et al.*313 citations*
47. **[Video Object Segmentation through Spatially Accurate and Temporally Dense Extraction of Primary Object Regions ↗](https://doi.org/10.1109/cvpr.2013.87)**Dong Zhang, Omar Javed, Mubarak A. Shah*309 citations*
48. **[Selective Transfer Machine for Personalized Facial Action Unit Detection ↗](https://doi.org/10.1109/cvpr.2013.451)**Wen-Sheng Chu, Fernando De la Torre, Jeffery F. Cohn*307 citations*
49. **[Visual Tracking via Locality Sensitive Histograms ↗](https://doi.org/10.1109/cvpr.2013.314)**Shengfeng He, Qingxiong Yang, Rynson W. H. Lau et al.*307 citations*
50. **[Fast, Accurate Detection of 100,000 Object Classes on a Single Machine ↗](https://doi.org/10.1109/cvpr.2013.237)**Thomas Dean, Mark A. Ruzon, Mark Segal et al.*305 citations*
51. **[Cartesian K-Means ↗](https://doi.org/10.1109/cvpr.2013.388)**Mohammad Norouzi, David J. Fleet*298 citations*
52. **[Cross-View Image Geolocalization ↗](https://doi.org/10.1109/cvpr.2013.120)**Tsung-Yi Lin, Serge Belongie, James H. Hays*291 citations*
53. **[Self-Paced Learning for Long-Term Tracking ↗](https://doi.org/10.1109/cvpr.2013.308)**James Steven Supančič, Deva Ramanan*290 citations*
54. **[Human Pose Estimation Using Body Parts Dependent Joint Regressors ↗](https://doi.org/10.1109/cvpr.2013.391)**Matthias Dantone, Jüergen Gall, Christian Leistner et al.*287 citations*
55. **[Large-Scale Video Summarization Using Web-Image Priors ↗](https://doi.org/10.1109/cvpr.2013.348)**Aditya Khosla, Raffay Hamid, Chih‐Jen Lin et al.*283 citations*
56. **[A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching ↗](https://doi.org/10.1109/cvpr.2013.340)**Pradipto Das, Chenliang Xu, Richard F. Doell et al.*282 citations*
57. **[Learning Structured Low-Rank Representations for Image Classification ↗](https://doi.org/10.1109/cvpr.2013.93)**Yangmuzi Zhang, Zhuolin Jiang, Larry Steven Davis*281 citations*
58. **[First-Person Activity Recognition: What Are They Doing to Me? ↗](https://doi.org/10.1109/cvpr.2013.352)**Michael S. Ryoo, Larry H. Matthies*279 citations*
59. **[HDR Deghosting: How to Deal with Saturation? ↗](https://doi.org/10.1109/cvpr.2013.154)**Jun Hu, Orazio Gallo, Kari Pulli et al.*278 citations*
60. **[Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices ↗](https://doi.org/10.1109/cvpr.2013.17)**Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann et al.*273 citations*
61. **[Multi-target Tracking by Lagrangian Relaxation to Min-cost Network Flow ↗](https://doi.org/10.1109/cvpr.2013.241)**Asad Anwar Butt, Robert T. Collins*270 citations*
62. **[Adaptive Active Learning for Image Classification ↗](https://doi.org/10.1109/cvpr.2013.116)**Xin Li, Yuhong Guo*268 citations*
63. **[Least Soft-Threshold Squares Tracking ↗](https://doi.org/10.1109/cvpr.2013.307)**Dong Wang, Huchuan Lu, Ming–Hsuan Yang*262 citations*
64. **[Seeking the Strongest Rigid Detector ↗](https://doi.org/10.1109/cvpr.2013.470)**Rodrigo Benenson, Markus Mathias, Tinne Tuytelaars et al.*253 citations*
65. **[Fine-Grained Crowdsourcing for Fine-Grained Recognition ↗](https://doi.org/10.1109/cvpr.2013.81)**Jia Hao Deng, Jonathan Krause, Li Fei-Fei*249 citations*
66. **[Intrinsic Scene Properties from a Single RGB-D Image ↗](https://doi.org/10.1109/cvpr.2013.10)**Jonathan T. Barron, Jitendra Malik*244 citations*
67. **[Joint Geodesic Upsampling of Depth Images ↗](https://doi.org/10.1109/cvpr.2013.29)**Ming-Yu Liu, Oncel Tuzel, Yuichi Taguchi*244 citations*
68. **[Deformable Spatial Pyramid Matching for Fast Dense Correspondences ↗](https://doi.org/10.1109/cvpr.2013.299)**Jaechul Kim, Ce Liu, Fei Sha et al.*243 citations*
69. **[Spatiotemporal Deformable Part Models for Action Detection ↗](https://doi.org/10.1109/cvpr.2013.341)**Yicong Tian, Rahul Sukthankar, Mubarak A. Shah*240 citations*
70. **[Histograms of Sparse Codes for Object Detection ↗](https://doi.org/10.1109/cvpr.2013.417)**Xiaofeng Ren, Deva Ramanan*239 citations*
71. **[Pixel-Level Hand Detection in Ego-centric Videos ↗](https://doi.org/10.1109/cvpr.2013.458)**Cheng Li, Kris Kitani*238 citations*
72. **[Poselet Key-Framing: A Model for Human Activity Recognition ↗](https://doi.org/10.1109/cvpr.2013.342)**Michalis Raptis, Leonid Sigal*233 citations*
73. **[Efficient Object Detection and Segmentation for Fine-Grained Recognition ↗](https://doi.org/10.1109/cvpr.2013.110)**Anelia Angelova, Shenghuo Zhu B*219 citations*
74. **[Improving Image Matting Using Comprehensive Sampling Sets ↗](https://doi.org/10.1109/cvpr.2013.88)**Ehsan Shahrian Varnousfaderani, Deepu Rajan, Brian L. Price et al.*214 citations*
75. **[A Video Representation Using Temporal Superpixels ↗](https://doi.org/10.1109/cvpr.2013.267)**Jason S. Chang, Donglai Wei, John Sheridan Fisher*213 citations*
76. **[Joint 3D Scene Reconstruction and Class Segmentation ↗](https://doi.org/10.1109/cvpr.2013.20)**Christian Häne, Christopher Zach, Andrea Cohen et al.*213 citations*
77. **[Diffusion Processes for Retrieval Revisited ↗](https://doi.org/10.1109/cvpr.2013.174)**Michael Donoser, Horst Bischof*212 citations*
78. **[Dense Variational Reconstruction of Non-rigid Surfaces from Monocular Video ↗](https://doi.org/10.1109/cvpr.2013.168)**Ravi Garg, Anastasios Roussos, Lourdes Agapito*209 citations*
79. **[Finding Things: Image Parsing with Regions and Per-Exemplar Detectors ↗](https://doi.org/10.1109/cvpr.2013.386)**Joseph Tighe, Svetlana Lazebnik*207 citations*
80. **[Learning Separable Filters ↗](https://doi.org/10.1109/cvpr.2013.355)**Roberto Rigamonti, Amos Sironi, Vincent Lepetit et al.*205 citations*
81. **[Learning SURF Cascade for Fast and Accurate Object Detection ↗](https://doi.org/10.1109/cvpr.2013.445)**Jianguo Li, Yimin Zhang*204 citations*
82. **[Generalized Domain-Adaptive Dictionaries ↗](https://doi.org/10.1109/cvpr.2013.53)**Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen et al.*202 citations*
83. **[Towards Pose Robust Face Recognition ↗](https://doi.org/10.1109/cvpr.2013.454)**Dong Yi, Zhen Lei, Stan Ziqing Li*202 citations*
84. **[Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2013.95)**Jie Ni, Qiang Qiu, Rama Chellappa*201 citations*
85. **[Multipath Sparse Coding Using Hierarchical Matching Pursuit ↗](https://doi.org/10.1109/cvpr.2013.91)**Liefeng Bo, Xiaofeng Ren, Dieter Fox*200 citations*
86. **[Part-Based Visual Tracking with Online Latent Structural Learning ↗](https://doi.org/10.1109/cvpr.2013.306)**Rui Yao, Qinfeng Shi, Chunhua Shen et al.*200 citations*
87. **[Probabilistic Elastic Matching for Pose Variant Face Verification ↗](https://doi.org/10.1109/cvpr.2013.449)**Haoxiang Li, Gang Hua, Zhe Lin et al.*199 citations*
88. **[Recognize Human Activities from Partially Observed Videos ↗](https://doi.org/10.1109/cvpr.2013.343)**Yu Cao, Daniel Paul Barrett, Andrei Barbu et al.*198 citations*
89. **[A Higher-Order CRF Model for Road Network Extraction ↗](https://doi.org/10.1109/cvpr.2013.222)**Jan Dirk Wegner, Javier A. Montoya Zegarra, Konrad Schindler*197 citations*
90. **[Detection- and Trajectory-Level Exclusion in Multiple Object Tracking ↗](https://doi.org/10.1109/cvpr.2013.472)**Anton Milan, Konrad Schindler, Stefan Roth*196 citations*
91. **[Handling Noise in Single Image Deblurring Using Directional Filters ↗](https://doi.org/10.1109/cvpr.2013.85)**Lin Zhong, Sunghyun Cho, Dimitris Metaxas et al.*196 citations*
92. **[Designing Category-Level Attributes for Discriminative Visual Recognition ↗](https://doi.org/10.1109/cvpr.2013.105)**Felix X. Yu, Liangliang Cao, Rogério Feris et al.*195 citations*
93. **[Bringing Semantics into Focus Using Visual Abstraction ↗](https://doi.org/10.1109/cvpr.2013.387)**C. Lawrence Zitnick, Devi Parikh*193 citations*
94. **[Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild ↗](https://doi.org/10.1109/cvpr.2013.456)**Zhen Cui, Wen Li, Dong Xu et al.*193 citations*
95. **[Structure Preserving Object Tracking ↗](https://doi.org/10.1109/cvpr.2013.240)**Lu Zhang, Laurens van der Maaten*189 citations*
96. **[Transfer Sparse Coding for Robust Image Representation ↗](https://doi.org/10.1109/cvpr.2013.59)**Mingsheng Long, Guiguang Ding, Jianmin Wang et al.*189 citations*
97. **[A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems ↗](https://doi.org/10.1109/cvpr.2013.175)**Jörg Hendrik Kappes, Bjoern Andres, Fred A. Hamprecht et al.*187 citations*
98. **[Inductive Hashing on Manifolds ↗](https://doi.org/10.1109/cvpr.2013.205)**Fumin Shen, Chunhua Shen, Qinfeng Shi et al.*186 citations*
99. **[Motionlets: Mid-level 3D Parts for Human Motion Recognition ↗](https://doi.org/10.1109/cvpr.2013.345)**Limin Wang, Yu Qiao, Xiaoou Tang*180 citations*
100. **[Semi-supervised Domain Adaptation with Instance Constraints ↗](https://doi.org/10.1109/cvpr.2013.92)**Jeff Donahue, Judy Hoffman, Erik Rodner et al.*180 citations*

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