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# IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2014: all accepted papers

547 papers · page 1 of 6 · the most cited first · [← IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2014](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/2014/)

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1. **[Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation](https://md.research.elamur.ai/free/en/papers/girshick-2013-rich-feature-hierarchies-accurate-object/)**Ross Girshick, Jeff Donahue, Trevor Jackson Darrell et al.*31,477 citations · our summary*
2. **[DeepFace: Closing the Gap to Human-Level Performance in Face Verification ↗](https://doi.org/10.1109/cvpr.2014.220)**Yaniv Taigman, Ming Yang, Marc’Aurelio Ranzato et al.*6,402 citations*
3. **[Large-Scale Video Classification with Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2014.223)**Andrej Karpathy, George D. Toderici, Sanketh Shetty et al.*6,225 citations*
4. **[DeepPose: Human Pose Estimation via Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2014.214)**Alexander Toshev, Christian Szegedy*3,185 citations*
5. **[Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks ↗](https://doi.org/10.1109/cvpr.2014.222)**Maxime Oquab, Léon Bottou, Ivan Laptev A et al.*3,072 citations*
6. **[One millisecond face alignment with an ensemble of regression trees ↗](https://doi.org/10.1109/cvpr.2014.241)**Vahid Kazemi, Josephine Sullivan*2,780 citations*
7. **[2D Human Pose Estimation: New Benchmark and State of the Art Analysis ↗](https://doi.org/10.1109/cvpr.2014.471)**Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler et al.*2,688 citations*
8. **[DeepReID: Deep Filter Pairing Neural Network for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2014.27)**Wei Li, Rui Zhao, Tong Xiao et al.*2,611 citations*
9. **[Describing Textures in the Wild ↗](https://doi.org/10.1109/cvpr.2014.461)**Mircea Cimpoi, Subhransu Maji, Iasonas Kokkinos et al.*2,343 citations*
10. **[Weighted Nuclear Norm Minimization with Application to Image Denoising ↗](https://doi.org/10.1109/cvpr.2014.366)**Shuhang Gu, Lei Zhang, Wangmeng Zuo et al.*2,207 citations*
11. **[Deep Learning Face Representation from Predicting 10,000 Classes ↗](https://doi.org/10.1109/cvpr.2014.244)**Yi Jie Sun, Xiaogang Wang, Xiaoou Tang*1,997 citations*
12. **[Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group ↗](https://doi.org/10.1109/cvpr.2014.82)**Raviteja Vemulapalli, Felipe Arrate, Rama Chellappa*1,517 citations*
13. **[Adaptive Color Attributes for Real-Time Visual Tracking ↗](https://doi.org/10.1109/cvpr.2014.143)**Martin Danelljan, Fahad Shahbaz Khan, Michael Felsberg et al.*1,500 citations*
14. **[The Role of Context for Object Detection and Semantic Segmentation in the Wild ↗](https://doi.org/10.1109/cvpr.2014.119)**Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu et al.*1,397 citations*
15. **[The Secrets of Salient Object Segmentation ↗](https://doi.org/10.1109/cvpr.2014.43)**Yin Li, Xiaodi Hou, Christof Koch et al.*1,338 citations*
16. **[Saliency Optimization from Robust Background Detection ↗](https://doi.org/10.1109/cvpr.2014.360)**Wangjiang Zhu, Shuang Liang, Yichen Wei et al.*1,330 citations*
17. **[Convolutional Neural Networks for No-Reference Image Quality Assessment ↗](https://doi.org/10.1109/cvpr.2014.224)**Le Kang, Peng Ye, Yi Li et al.*1,270 citations*
18. **[Learning Fine-Grained Image Similarity with Deep Ranking ↗](https://doi.org/10.1109/cvpr.2014.180)**Jiang Wang, Yang Song, Thomas Leung et al.*1,269 citations*
19. **[Multiscale Combinatorial Grouping ↗](https://doi.org/10.1109/cvpr.2014.49)**Pablo Arbeláez, Jordi Pont-Tuset, Jon Barron et al.*1,139 citations*
20. **[Scalable Object Detection Using Deep Neural Networks ↗](https://doi.org/10.1109/cvpr.2014.276)**Dumitru Erhan, Christian Szegedy, Alexander Toshev et al.*1,133 citations*
21. **[How to Evaluate Foreground Maps ↗](https://doi.org/10.1109/cvpr.2014.39)**Ran Margolin, Lihi Zelnik‐Manor, Ayellet Tal*1,106 citations*
22. **[BING: Binarized Normed Gradients for Objectness Estimation at 300fps ↗](https://doi.org/10.1109/cvpr.2014.414)**Ming‐Ming Cheng, Ziming Zhang, Wen-Yan Lin et al.*1,050 citations*
23. **[Face Alignment at 3000 FPS via Regressing Local Binary Features ↗](https://doi.org/10.1109/cvpr.2014.218)**Shaoqing Ren, Xudong Cao, Yichen Wei et al.*853 citations*
24. **[Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD ↗](https://doi.org/10.1109/cvpr.2014.485)**Zemin Zhang, Gregory Ely, Shuchin Aeron et al.*798 citations*
25. **[Large Scale Multi-view Stereopsis Evaluation ↗](https://doi.org/10.1109/cvpr.2014.59)**Rasmus Ramsbøl Jensen, Anders Bjorholm Dahl, George Vogiatzis et al.*729 citations*
26. **[Transfer Joint Matching for Unsupervised Domain Adaptation ↗](https://doi.org/10.1109/cvpr.2014.183)**Mingsheng Long, Jianmin Wang, Guiguang Ding et al.*725 citations*
27. **[FAUST: Dataset and Evaluation for 3D Mesh Registration ↗](https://doi.org/10.1109/cvpr.2014.491)**Federica Bogo, Javier Romero, Matthew Loper et al.*689 citations*
28. **[Discriminative Deep Metric Learning for Face Verification in the Wild ↗](https://doi.org/10.1109/cvpr.2014.242)**Junlin Hu, Jiwen Lu, Yap‐Peng Tan*682 citations*
29. **[Collective Matrix Factorization Hashing for Multimodal Data ↗](https://doi.org/10.1109/cvpr.2014.267)**Guiguang Ding, Yuchen Guo, Jile Zhou*680 citations*
30. **[Cross-View Action Modeling, Learning, and Recognition ↗](https://doi.org/10.1109/cvpr.2014.339)**Jiang Wang, Xiaohan Nie, Xia Yin et al.*659 citations*
31. **[Facial Expression Recognition via a Boosted Deep Belief Network ↗](https://doi.org/10.1109/cvpr.2014.233)**Ping Liu, Shizhong Han, Zibo Meng et al.*650 citations*
32. **[Investigating Haze-Relevant Features in a Learning Framework for Image Dehazing ↗](https://doi.org/10.1109/cvpr.2014.383)**Ketan Tang, Jianchao Yang, Jue Wang*605 citations*
33. **[Detect What You Can: Detecting and Representing Objects Using Holistic Models and Body Parts ↗](https://doi.org/10.1109/cvpr.2014.254)**Xianjie Chen, Roozbeh Mottaghi, Xiaobai Liu et al.*594 citations*
34. **[The Language of Actions: Recovering the Syntax and Semantics of Goal-Directed Human Activities ↗](https://doi.org/10.1109/cvpr.2014.105)**Hilde Kuehne, Ali Bilgin Arslan, Thomas Serre*558 citations*
35. **[Remote Heart Rate Measurement from Face Videos under Realistic Situations ↗](https://doi.org/10.1109/cvpr.2014.543)**Xiaobai Li, Jie Chen, Guoying Zhao et al.*550 citations*
36. **[Shrinkage Fields for Effective Image Restoration ↗](https://doi.org/10.1109/cvpr.2014.349)**Uwe Schmidt, Stefan Roth*523 citations*
37. **[PANDA: Pose Aligned Networks for Deep Attribute Modeling ↗](https://doi.org/10.1109/cvpr.2014.212)**Ning Zhang, Manohar Paluri, Marc’Aurelio Ranzato et al.*488 citations*
38. **[Learning Mid-level Filters for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2014.26)**Rui Zhao, Wanli Ouyang, Xiaogang Wang*487 citations*
39. **[Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models ↗](https://doi.org/10.1109/cvpr.2014.487)**Mathieu Aubry, Daniel Maturana, Alexei A. Efros et al.*473 citations*
40. **[Realtime and Robust Hand Tracking from Depth ↗](https://doi.org/10.1109/cvpr.2014.145)**Chen Qian, Xiao Na Sun, Yichen Wei et al.*470 citations*
41. **[Saliency Detection on Light Field ↗](https://doi.org/10.1109/cvpr.2014.359)**Nianyi Li, Jinwei Ye, Yu Ji et al.*470 citations*
42. **[Deblurring Text Images via L0-Regularized Intensity and Gradient Prior ↗](https://doi.org/10.1109/cvpr.2014.371)**Jinshan Pan, Zhe Hu, Zhixun Su et al.*457 citations*
43. **[Pulling Things out of Perspective ↗](https://doi.org/10.1109/cvpr.2014.19)**Ľubor Ladický, Jianbo Shi, Marc Pollefeys*457 citations*
44. **[Fine-Grained Visual Comparisons with Local Learning ↗](https://doi.org/10.1109/cvpr.2014.32)**Aron Yu, Kristen Grauman*454 citations*
45. **[Incremental Face Alignment in the Wild ↗](https://doi.org/10.1109/cvpr.2014.240)**Akshay Asthana, Stefanos P. Zafeiriou, Shiyang Cheng et al.*450 citations*
46. **[Large-Scale Optimization of Hierarchical Features for Saliency Prediction in Natural Images ↗](https://doi.org/10.1109/cvpr.2014.358)**Eleonora Vig, Michael Dörr, David Cox*428 citations*
47. **[Fast Supervised Hashing with Decision Trees for High-Dimensional Data ↗](https://doi.org/10.1109/cvpr.2014.253)**Guosheng Lin, Chunhua Shen, Qinfeng Shi et al.*422 citations*
48. **[Robust Online Multi-object Tracking Based on Tracklet Confidence and Online Discriminative Appearance Learning ↗](https://doi.org/10.1109/cvpr.2014.159)**Seung‐Hwan Bae, Kuk‐Jin Yoon*410 citations*
49. **[Learning-by-Synthesis for Appearance-Based 3D Gaze Estimation ↗](https://doi.org/10.1109/cvpr.2014.235)**Yusuke Sugano, Yasuyuki Matsushita, Yoichi Sato*404 citations*
50. **[Latent Regression Forest: Structured Estimation of 3D Articulated Hand Posture ↗](https://doi.org/10.1109/cvpr.2014.490)**Danhang Tang, Hyung Jin Chang, Alykhan Tejani et al.*399 citations*
51. **[Super Normal Vector for Activity Recognition Using Depth Sequences ↗](https://doi.org/10.1109/cvpr.2014.108)**Xiaodong Yang, Yingli Tian*388 citations*
52. **[Learning Expressionlets on Spatio-temporal Manifold for Dynamic Facial Expression Recognition ↗](https://doi.org/10.1109/cvpr.2014.226)**Mengyi Liu, Shiguang Shan, Ruiping Wang et al.*384 citations*
53. **[Discrete-Continuous Depth Estimation from a Single Image ↗](https://doi.org/10.1109/cvpr.2014.97)**Miaomiao Liu, Mathieu Salzmann, Xuming He*369 citations*
54. **[Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising ↗](https://doi.org/10.1109/cvpr.2014.377)**Yi Peng, Deyu Meng, Zongben Xu et al.*359 citations*
55. **[Single Image Layer Separation Using Relative Smoothness ↗](https://doi.org/10.1109/cvpr.2014.346)**Yu Li, Michael S. Brown*354 citations*
56. **[Parallax-Tolerant Image Stitching ↗](https://doi.org/10.1109/cvpr.2014.423)**Fan Zhang, Feng Liu*347 citations*
57. **[Shape-Preserving Half-Projective Warps for Image Stitching ↗](https://doi.org/10.1109/cvpr.2014.422)**Che-Han Chang, Yoichi Sato, Yung‐Yu Chuang*346 citations*
58. **[Strokelets: A Learned Multi-scale Representation for Scene Text Recognition ↗](https://doi.org/10.1109/cvpr.2014.515)**Cong Yao, Xiang Bai, Baoguang Shi et al.*306 citations*
59. **[Birdsnap: Large-Scale Fine-Grained Visual Categorization of Birds ↗](https://doi.org/10.1109/cvpr.2014.259)**Thomas Berg, Jiongxin Liu, Seung Woo Lee et al.*304 citations*
60. **[Informed Haar-Like Features Improve Pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2014.126)**Shanshan Zhang, Christian Bauckhage, Armin Bernd Cremers*299 citations*
61. **[Smooth Representation Clustering ↗](https://doi.org/10.1109/cvpr.2014.484)**Hu Han, Zhouchen Lin, Jianjiang Feng et al.*286 citations*
62. **[Learning an Image-Based Motion Context for Multiple People Tracking ↗](https://doi.org/10.1109/cvpr.2014.453)**Laura Leal-Taixé, Michele Fenzi, Alina Kuznetsova et al.*280 citations*
63. **[The Fastest Deformable Part Model for Object Detection ↗](https://doi.org/10.1109/cvpr.2014.320)**Junjie Yan, Zhen Lei, Longyin Wen et al.*280 citations*
64. **[Additive Quantization for Extreme Vector Compression ↗](https://doi.org/10.1109/cvpr.2014.124)**Artem Babenko, Victor Lempitsky*278 citations*
65. **[Total Variation Blind Deconvolution: The Devil Is in the Details ↗](https://doi.org/10.1109/cvpr.2014.372)**Daniele Perrone, Paolo Favaro*276 citations*
66. **[Locally Optimized Product Quantization for Approximate Nearest Neighbor Search ↗](https://doi.org/10.1109/cvpr.2014.298)**Yannis Kalantidis, Yannis Avrithis*275 citations*
67. **[Salient Region Detection via High-Dimensional Color Transform ↗](https://doi.org/10.1109/cvpr.2014.118)**Jiwhan Kim, Dongyoon Han, Yu‐Wing Tai et al.*273 citations*
68. **[Generalized Nonconvex Nonsmooth Low-Rank Minimization ↗](https://doi.org/10.1109/cvpr.2014.526)**Canyi Lu, Jinhui Tang, Shuicheng Yan et al.*271 citations*
69. **[Learning Everything about Anything: Webly-Supervised Visual Concept Learning ↗](https://doi.org/10.1109/cvpr.2014.412)**Santosh Divvala, Ali Farhadi, Carlos Guestrin*265 citations*
70. **[Multi-source Deep Learning for Human Pose Estimation ↗](https://doi.org/10.1109/cvpr.2014.299)**Wanli Ouyang, Xiao Chu, Xiaogang Wang*262 citations*
71. **[3D Pictorial Structures for Multiple Human Pose Estimation ↗](https://doi.org/10.1109/cvpr.2014.216)**Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka et al.*258 citations*
72. **[Discriminative Blur Detection Features ↗](https://doi.org/10.1109/cvpr.2014.379)**Jianping Shi, Li Xu, Jiaya Jia*257 citations*
73. **[Scene-Independent Group Profiling in Crowd ↗](https://doi.org/10.1109/cvpr.2014.285)**Jing Shao, Chen Change Loy, Xiaogang Wang*254 citations*
74. **[Triangulation Embedding and Democratic Aggregation for Image Search ↗](https://doi.org/10.1109/cvpr.2014.417)**Hervé Jeǵou, Andrew Zisserman*249 citations*
75. **[Action Localization with Tubelets from Motion ↗](https://doi.org/10.1109/cvpr.2014.100)**Mihir Jain, Jan C. van Gemert, Hervé Jeǵou et al.*246 citations*
76. **[Quasi Real-Time Summarization for Consumer Videos ↗](https://doi.org/10.1109/cvpr.2014.322)**Bin Zhao, Eric P. Xing*246 citations*
77. **[Stacked Progressive Auto-Encoders (SPAE) for Face Recognition Across Poses ↗](https://doi.org/10.1109/cvpr.2014.243)**Meina Kan, Shiguang Shan, Hong Chang et al.*243 citations*
78. **[Efficient Feature Extraction, Encoding, and Classification for Action Recognition ↗](https://doi.org/10.1109/cvpr.2014.332)**Vadim Kantorov, Ivan Laptev A*239 citations*
79. **[Generalized Max Pooling ↗](https://doi.org/10.1109/cvpr.2014.317)**Naila Murray, Florent Perronnin*238 citations*
80. **[Illumination-Aware Age Progression ↗](https://doi.org/10.1109/cvpr.2014.426)**Ira Kemelmacher-Shlizerman, Supasorn Suwajanakorn, Steven M. Seitz*236 citations*
81. **[100+ Times Faster Weighted Median Filter (WMF) ↗](https://doi.org/10.1109/cvpr.2014.362)**Qi Zhang, Li Xu, Jiaya Jia*225 citations*
82. **[Switchable Deep Network for Pedestrian Detection ↗](https://doi.org/10.1109/cvpr.2014.120)**Ping Luo, Yonglong Tian, Xiaogang Wang et al.*224 citations*
83. **[Semi-supervised Coupled Dictionary Learning for Person Re-identification ↗](https://doi.org/10.1109/cvpr.2014.454)**Xiao Liu, Mingli Song, Dacheng Tao et al.*222 citations*
84. **[Multi-fold MIL Training for Weakly Supervised Object Localization ↗](https://doi.org/10.1109/cvpr.2014.309)**Ramazan Gökberk Cinbiş, Jakob Jozef Verbeek, Cordelia Schmid*219 citations*
85. **[Socially-Aware Large-Scale Crowd Forecasting ↗](https://doi.org/10.1109/cvpr.2014.283)**Alexandre Alahi, Vignesh Ramanathan, Li Fei-Fei*218 citations*
86. **[Gauss-Newton Deformable Part Models for Face Alignment In-the-Wild ↗](https://doi.org/10.1109/cvpr.2014.239)**Georgios Tzimiropoulos, Maja Pantić*215 citations*
87. **[Leveraging Hierarchical Parametric Networks for Skeletal Joints Based Action Segmentation and Recognition ↗](https://doi.org/10.1109/cvpr.2014.98)**Di Wu, Ling Shao*211 citations*
88. **[Multi-view Super Vector for Action Recognition ↗](https://doi.org/10.1109/cvpr.2014.83)**Zhuowei Cai, Limin Wang, Xiaojiang Peng et al.*205 citations*
89. **[Reconstructing PASCAL VOC ↗](https://doi.org/10.1109/cvpr.2014.13)**Sara Vicente, João Carreira, Lourdes Agapito et al.*204 citations*
90. **[Robust Estimation of 3D Human Poses from a Single Image ↗](https://doi.org/10.1109/cvpr.2014.303)**Chunyu Wang, Yizhou Wang, Zhouchen Lin et al.*204 citations*
91. **[Robust Subspace Segmentation with Block-Diagonal Prior ↗](https://doi.org/10.1109/cvpr.2014.482)**Jiashi Feng, Zhouchen Lin, Huan Xu et al.*203 citations*
92. **[Packing and Padding: Coupled Multi-index for Accurate Image Retrieval ↗](https://doi.org/10.1109/cvpr.2014.250)**Liang Zheng, Shengjin Wang, Ziqiong Liu et al.*202 citations*
93. **[SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization ↗](https://doi.org/10.1109/cvpr.2014.536)**Shuaicheng Liu, Lu Yuan, Ping Tan et al.*201 citations*
94. **[Object Partitioning Using Local Convexity ↗](https://doi.org/10.1109/cvpr.2014.46)**Simon Christoph Stein, Markus Schoeler, Jeremie A. Papon et al.*197 citations*
95. **[Very Fast Solution to the PnP Problem with Algebraic Outlier Rejection ↗](https://doi.org/10.1109/cvpr.2014.71)**Luis Ferraz, Xavier Binefa, Francesc Moreno-Noguer*195 citations*
96. **[Segmentation-Free Dynamic Scene Deblurring ↗](https://doi.org/10.1109/cvpr.2014.348)**Tae Hyun Kim, Kyoung Mu Lee*194 citations*
97. **[COSTA: Co-Occurrence Statistics for Zero-Shot Classification ↗](https://doi.org/10.1109/cvpr.2014.313)**Thomas Mensink, Efstratios Gavves, Cees G. M. Snoek*193 citations*
98. **[Depth Enhancement via Low-Rank Matrix Completion ↗](https://doi.org/10.1109/cvpr.2014.433)**Si Lu, Xiaofeng Ren, Feng Liu*190 citations*
99. **[PatchMatch Based Joint View Selection and Depthmap Estimation ↗](https://doi.org/10.1109/cvpr.2014.196)**Enliang Zheng, Enrique Dunn, Vladimir Jojic et al.*190 citations*
100. **[Robust Separation of Reflection from Multiple Images ↗](https://doi.org/10.1109/cvpr.2014.281)**Xiaojie Guo, Xiaochun Cao, Yi Ma*190 citations*

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