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title: "IEEE Transactions on Pattern Analysis and Machine Intelligence"
description: "All 238 papers of IEEE Transactions on Pattern Analysis and Machine Intelligence 2015 · page 1 of 3, the most cited first; those with our…"
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# IEEE Transactions on Pattern Analysis and Machine Intelligence 2015: all accepted papers

238 papers · page 1 of 3 · the most cited first · [← IEEE Transactions on Pattern Analysis and Machine Intelligence 2015](https://md.research.elamur.ai/free/en/venues/ieee-transactions-on-pattern-analysis-and-machine-intelligence/2015/)

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1. **[Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition ↗](https://doi.org/10.1109/tpami.2015.2389824)**Kaiming He, Xiangyu Zhang, Shaoqing Ren et al.*11,359 citations*
2. **[Image Super-Resolution Using Deep Convolutional Networks ↗](https://doi.org/10.1109/tpami.2015.2439281)**Chao Dong, Chen Change Loy, Kaiming He et al.*10,027 citations*
3. **[Object Tracking Benchmark ↗](https://doi.org/10.1109/tpami.2014.2388226)**Yi Wu, Jongwoo Lim, Ming–Hsuan Yang*3,351 citations*
4. **[Region-Based Convolutional Networks for Accurate Object Detection and Segmentation ↗](https://doi.org/10.1109/tpami.2015.2437384)**Ross Girshick, Jeff Donahue, Trevor Jackson Darrell et al.*2,906 citations*
5. **[Learning Depth from Single Monocular Images Using Deep Convolutional Neural Fields ↗](https://doi.org/10.1109/tpami.2015.2505283)**Fayao Liu, Chunhua Shen, Guosheng Lin et al.*1,240 citations*
6. **[Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration ↗](https://doi.org/10.1109/tpami.2015.2513405)**Jiaolong Yang, Hongdong Li, Dylan Campbell et al.*1,170 citations*
7. **[Struck: Structured Output Tracking with Kernels ↗](https://doi.org/10.1109/tpami.2015.2509974)**Sam Hare, Stuart Golodetz, Amir Saffari et al.*994 citations*
8. **[Accelerating Very Deep Convolutional Networks for Classification and Detection ↗](https://doi.org/10.1109/tpami.2015.2502579)**Xiangyu Zhang, Jianhua Zou, Kaiming He et al.*832 citations*
9. **[HCP: A Flexible CNN Framework for Multi-Label Image Classification ↗](https://doi.org/10.1109/tpami.2015.2491929)**Yunchao Wei, Wei Xia, Min Lin et al.*784 citations*
10. **[Classification with Noisy Labels by Importance Reweighting ↗](https://doi.org/10.1109/tpami.2015.2456899)**Tongliang Liu, Dacheng Tao*782 citations*
11. **[Label-Embedding for Image Classification ↗](https://doi.org/10.1109/tpami.2015.2487986)**Zeynep Akata, Florent Perronnin, Zaïd Harchaoui et al.*770 citations*
12. **[Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks ↗](https://doi.org/10.1109/tpami.2015.2496141)**Alexey Dosovitskiy, Philipp Fischer, Jost Tobias Springenberg et al.*749 citations*
13. **[What Makes for Effective Detection Proposals? ↗](https://doi.org/10.1109/tpami.2015.2465908)**Jan Hosang, Rodrigo Benenson, Piotr Dollár et al.*724 citations*
14. **[Fast Direct Methods for Gaussian Processes ↗](https://doi.org/10.1109/tpami.2015.2448083)**Sivaram Ambikasaran, Daniel T. Foreman-Mackey, Leslie Greengard et al.*669 citations*
15. **[Anticipating Human Activities Using Object Affordances for Reactive Robotic Response ↗](https://doi.org/10.1109/tpami.2015.2430335)**Hema Swetha Koppula, Ashutosh Saxena*596 citations*
16. **[Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination ↗](https://doi.org/10.1109/tpami.2015.2392756)**Qibin Zhao, Liqing Zhang, Andrzej S Cichocki*587 citations*
17. **[Multi-View Discriminant Analysis ↗](https://doi.org/10.1109/tpami.2015.2435740)**Meina Kan, Shiguang Shan, Haihong Zhang et al.*581 citations*
18. **[Hierarchical Image Saliency Detection on Extended CSSD ↗](https://doi.org/10.1109/tpami.2015.2465960)**Jianping Shi, Qiong Yan, Xu Li et al.*574 citations*
19. **[Learning to Deblur ↗](https://doi.org/10.1109/tpami.2015.2481418)**Christian J. Schuler, Michael Hirsch, Stefan Harmeling et al.*548 citations*
20. **[Transductive Multi-View Zero-Shot Learning ↗](https://doi.org/10.1109/tpami.2015.2408354)**Yanwei Fu, Timothy M. Hospedales, Tao Xiang et al.*513 citations*
21. **[Laplacian Regularized Low-Rank Representation and Its Applications ↗](https://doi.org/10.1109/tpami.2015.2462360)**Ming Yin, Junbin Gao, Zhouchen Lin*442 citations*
22. **[Learning Deep Representation for Face Alignment with Auxiliary Attributes ↗](https://doi.org/10.1109/tpami.2015.2469286)**Zhanpeng Zhang, Ping Luo, Chen Change Loy et al.*424 citations*
23. **[An Efficient Algorithm for Calculating the Exact Hausdorff Distance ↗](https://doi.org/10.1109/tpami.2015.2408351)**Abdel Aziz Taha, Allan Hanbury*411 citations*
24. **[ModDrop: Adaptive Multi-Modal Gesture Recognition ↗](https://doi.org/10.1109/tpami.2015.2461544)**Natalia Neverova, Christian Wolf, Graham Taylor et al.*409 citations*
25. **[Learning Compact Binary Face Descriptor for Face Recognition ↗](https://doi.org/10.1109/tpami.2015.2408359)**Jiwen Lu, Venice Erin Liong, Xiuzhuang Zhou et al.*399 citations*
26. **[Multi-View Intact Space Learning ↗](https://doi.org/10.1109/tpami.2015.2417578)**Chang Xu, Dacheng Tao, Chao Xu*395 citations*
27. **[Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition ↗](https://doi.org/10.1109/tpami.2015.2462338)**Changxing Ding, Jonghyun Choi, Dacheng Tao et al.*381 citations*
28. **[Robust Structured Subspace Learning for Data Representation ↗](https://doi.org/10.1109/tpami.2015.2400461)**Zechao Li, Jing Liu, Jinhui Tang et al.*353 citations*
29. **[Joint Feature Selection and Subspace Learning for Cross-Modal Retrieval ↗](https://doi.org/10.1109/tpami.2015.2505311)**Kaiye Wang, Ran He, Liang Wang et al.*318 citations*
30. **[HFirst: A Temporal Approach to Object Recognition ↗](https://doi.org/10.1109/tpami.2015.2392947)**Garrick Orchard, Cédric Meyer, Ralph Etienne‐Cummings et al.*312 citations*
31. **[Factors of Transferability for a Generic ConvNet Representation ↗](https://doi.org/10.1109/tpami.2015.2500224)**Hossein Azizpour, Ali Sharif Razavian, Josephine Sullivan et al.*299 citations*
32. **[A Fast and Accurate Unconstrained Face Detector ↗](https://doi.org/10.1109/tpami.2015.2448075)**Shengcai Liao, Anil Kumar Jain, Stan Ziqing Li*294 citations*
33. **[Deep Human Parsing with Active Template Regression ↗](https://doi.org/10.1109/tpami.2015.2408360)**Xiaodan Liang, Si Liu, Xiaohui Shen et al.*292 citations*
34. **[Automatic Shadow Detection and Removal from a Single Image ↗](https://doi.org/10.1109/tpami.2015.2462355)**Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel et al.*283 citations*
35. **[Multi-Orientation Scene Text Detection with Adaptive Clustering ↗](https://doi.org/10.1109/tpami.2014.2388210)**Xu-Cheng Yin, Wei-Yi Pei, Jun Zhang et al.*259 citations*
36. **[Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels ↗](https://doi.org/10.1109/tpami.2015.2414422)**Sadeep Jayasumana, Richard I. Hartley, Mathieu Salzmann et al.*252 citations*
37. **[Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications ↗](https://doi.org/10.1109/tpami.2015.2465956)**Tae-Hyun Oh, Yu‐Wing Tai, Jean‐Charles Bazin et al.*238 citations*
38. **[Exploiting Surroundedness for Saliency Detection: A Boolean Map Approach ↗](https://doi.org/10.1109/tpami.2015.2473844)**Jianming Zhang, Stan Sclaroff*235 citations*
39. **[Action Recognition Using Rate-Invariant Analysis of Skeletal Shape Trajectories ↗](https://doi.org/10.1109/tpami.2015.2439257)**Boulbaba Ben Amor, Jingyong Su, Anuj Srivastava*223 citations*
40. **[Multi-Target Tracking by Discrete-Continuous Energy Minimization ↗](https://doi.org/10.1109/tpami.2015.2505309)**Anton Milan, Konrad Schindler, Stefan Roth*197 citations*
41. **[Factorized Graph Matching ↗](https://doi.org/10.1109/tpami.2015.2501802)**Feng Zhou, Fernando De la Torre*189 citations*
42. **[Dissimilarity-Based Sparse Subset Selection ↗](https://doi.org/10.1109/tpami.2015.2511748)**Ehsan Elhamifar, Guillermo Sapiro, Shankar Sastry*183 citations*
43. **[Dictionary Learning for Sparse Coding: Algorithms and Convergence Analysis ↗](https://doi.org/10.1109/tpami.2015.2487966)**Chenglong Bao, Hui Ji, Yuhui Quan et al.*180 citations*
44. **[NUS-PRO: A New Visual Tracking Challenge ↗](https://doi.org/10.1109/tpami.2015.2417577)**Annan Li, Min Lin, Yi Wu et al.*176 citations*
45. **[Adherent Raindrop Modeling, Detection and Removal in Video ↗](https://doi.org/10.1109/tpami.2015.2491937)**Shaodi You, Robby T. Tan, Rei Kawakami et al.*172 citations*
46. **[Multi-Graph Matching via Affinity Optimization with Graduated Consistency Regularization ↗](https://doi.org/10.1109/tpami.2015.2477832)**Junchi Yan, Minsu Cho, Hongyuan Zha et al.*170 citations*
47. **[Learning Efficient Sparse and Low Rank Models ↗](https://doi.org/10.1109/tpami.2015.2392779)**Pablo Sprechmann, Alex M. Bronstein, Guillermo Sapiro*160 citations*
48. **[Low Resolution Face Recognition Across Variations in Pose and Illumination ↗](https://doi.org/10.1109/tpami.2015.2469282)**Sivaram Prasad Mudunuri, Soma Biswas*160 citations*
49. **[Towards Open-World Person Re-Identification by One-Shot Group-Based Verification ↗](https://doi.org/10.1109/tpami.2015.2453984)**Wei‐Shi Zheng, Shaogang Gong, Tao Xiang*159 citations*
50. **[SALSA: A Novel Dataset for Multimodal Group Behavior Analysis ↗](https://doi.org/10.1109/tpami.2015.2496269)**Xavier Alameda-Pineda, Jacopo Staiano, Ramanathan Subramanian et al.*156 citations*
51. **[Incremental Learning of Random Forests for Large-Scale Image Classification ↗](https://doi.org/10.1109/tpami.2015.2459678)**Marko Ristin, Matthieu Guillaumin, Jüergen Gall et al.*154 citations*
52. **[Real-Time Lexicon-Free Scene Text Localization and Recognition ↗](https://doi.org/10.1109/tpami.2015.2496234)**Lukáš Neumann, Jiřı́ Matas*153 citations*
53. **[Supervised Evaluation of Image Segmentation and Object Proposal Techniques ↗](https://doi.org/10.1109/tpami.2015.2481406)**Jordi Pont-Tuset, Ferran Marqués*139 citations*
54. **[Visual Place Recognition with Repetitive Structures ↗](https://doi.org/10.1109/tpami.2015.2409868)**Akihiko Torii, Josef Šivic, Masatoshi Okutomi et al.*137 citations*
55. **[Multiscale Centerline Detection ↗](https://doi.org/10.1109/tpami.2015.2462363)**Amos Sironi, Engin Türetken, Vincent Lepetit et al.*135 citations*
56. **[A Multi-Task Learning Framework for Head Pose Estimation under Target Motion ↗](https://doi.org/10.1109/tpami.2015.2477843)**Yan Yan, Elisa Ricci, Ramanathan Subramanian et al.*132 citations*
57. **[Multimodal Multipart Learning for Action Recognition in Depth Videos ↗](https://doi.org/10.1109/tpami.2015.2505295)**Amir Shahroudy, Tian-Tsong Ng, Qingxiong Yang et al.*132 citations*
58. **[Pedestrian Detection with Spatially Pooled Features and Structured Ensemble Learning ↗](https://doi.org/10.1109/tpami.2015.2474388)**Sakrapee Paisitkriangkrai, Chunhua Shen, Anton van den Hengel*130 citations*
59. **[3D Pictorial Structures Revisited: Multiple Human Pose Estimation ↗](https://doi.org/10.1109/tpami.2015.2509986)**Vasileios Belagiannis, Sikandar Amin, Mykhaylo Andriluka et al.*129 citations*
60. **[Tracking Interacting Objects Using Intertwined Flows ↗](https://doi.org/10.1109/tpami.2015.2513406)**Xinchao Wang, Engin Türetken, François Fleuret et al.*121 citations*
61. **[Color Constancy Using Double-Opponency ↗](https://doi.org/10.1109/tpami.2015.2396053)**Shaobing Gao, Kai-Fu Yang, Chaoyi Li et al.*119 citations*
62. **[Map-Based Probabilistic Visual Self-Localization ↗](https://doi.org/10.1109/tpami.2015.2453975)**Marcus A. Brubaker, Andreas Geiger, Raquel Urtasun*118 citations*
63. **[Detecting Humans in Dense Crowds Using Locally-Consistent Scale Prior and Global Occlusion Reasoning ↗](https://doi.org/10.1109/tpami.2015.2396051)**Haroon Idrees, Khurram Soomro, Mubarak A. Shah*116 citations*
64. **[Reflectance and Illumination Recovery in the Wild ↗](https://doi.org/10.1109/tpami.2015.2430318)**Stephen Lombardi, Ko Nishino*116 citations*
65. **[Graph Matching: Relax at Your Own Risk ↗](https://doi.org/10.1109/tpami.2015.2424894)**Vince Lyzinski, Donniell E. Fishkind, Marcelo Fiori et al.*115 citations*
66. **[Socially Constrained Structural Learning for Groups Detection in Crowd ↗](https://doi.org/10.1109/tpami.2015.2470658)**Francesco Solera, Simone Calderara, Rita Cucchiara*114 citations*
67. **[Spherical Hashing: Binary Code Embedding with Hyperspheres ↗](https://doi.org/10.1109/tpami.2015.2408363)**Jae‐Pil Heo, Youngwoon Lee, Junfeng He et al.*110 citations*
68. **[A Clearer Picture of Total Variation Blind Deconvolution ↗](https://doi.org/10.1109/tpami.2015.2477819)**Daniele Perrone, Paolo Favaro*109 citations*
69. **[Distributed Multi-Target Tracking and Data Association in Vision Networks ↗](https://doi.org/10.1109/tpami.2015.2484339)**Ahmed Tashrif Kamal, Jawadul H. Bappy, Jay A. Farrell et al.*108 citations*
70. **[Structure-Preserving Binary Representations for RGB-D Action Recognition ↗](https://doi.org/10.1109/tpami.2015.2491925)**Mengyang Yu, Li Liu, Ling Shao*108 citations*
71. **[Regionlets for Generic Object Detection ↗](https://doi.org/10.1109/tpami.2015.2389830)**Xiaoyu Wang, Ming Yang, Shenghuo Zhu B et al.*106 citations*
72. **[Generalized Canonical Time Warping ↗](https://doi.org/10.1109/tpami.2015.2414429)**Feng Zhou, Fernando De la Torre*104 citations*
73. **[Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition ↗](https://doi.org/10.1109/tpami.2015.2513479)**Jun Wan, Guodong Guo, Stan Ziqing Li*103 citations*
74. **[Local Feature Selection for Data Classification ↗](https://doi.org/10.1109/tpami.2015.2478471)**Narges Armanfard, James P. Reilly, Majid Komeili*103 citations*
75. **[Shape-from-Template ↗](https://doi.org/10.1109/tpami.2015.2392759)**Adrien Bartoli, Yan Gérard, François Chadebecq et al.*103 citations*
76. **[Optimal Mass Transport for Shape Matching and Comparison ↗](https://doi.org/10.1109/tpami.2015.2408346)**Zhengyu Su, Yalin Wang, Rui Shi et al.*100 citations*
77. **[Learning SVM in Kreĭn Spaces ↗](https://doi.org/10.1109/tpami.2015.2477830)**Gaëlle Loosli, Stéphane Canu, Cheng Soon Ong*99 citations*
78. **[Max-Margin Action Prediction Machine ↗](https://doi.org/10.1109/tpami.2015.2491928)**Yu Kong, Yun Fu*94 citations*
79. **[Joint Binary Classifier Learning for ECOC-Based Multi-Class Classification ↗](https://doi.org/10.1109/tpami.2015.2430325)**Mingxia Liu, Daoqiang Zhang, Songcan Chen et al.*92 citations*
80. **[Globally Optimal Hand-Eye Calibration Using Branch-and-Bound ↗](https://doi.org/10.1109/tpami.2015.2469299)**Jan Heller, Michal Havlena, Tomáš Pajdla*91 citations*
81. **[Reconstruction-Free Action Inference from Compressive Imagers ↗](https://doi.org/10.1109/tpami.2015.2469288)**Kuldeep Kulkarni, Pavan K. Turaga*91 citations*
82. **[Hybrid Deep Learning for Face Verification ↗](https://doi.org/10.1109/tpami.2015.2505293)**Yi Jie Sun, Xiaogang Wang, Xiaoou Tang*87 citations*
83. **[Supervised Hashing Using Graph Cuts and Boosted Decision Trees ↗](https://doi.org/10.1109/tpami.2015.2404776)**Guosheng Lin, Chunhua Shen, Anton van den Hengel*87 citations*
84. **[Difference Subspace and Its Generalization for Subspace-Based Methods ↗](https://doi.org/10.1109/tpami.2015.2408358)**Kazuhiro Fukui, Atsuto Maki*86 citations*
85. **[Finding the Secret of Image Saliency in the Frequency Domain ↗](https://doi.org/10.1109/tpami.2015.2424870)**Jia Li, Ling‐Yu Duan, Xiaowu Chen et al.*85 citations*
86. **[Sequential Non-Rigid Structure from Motion Using Physical Priors ↗](https://doi.org/10.1109/tpami.2015.2469293)**Antonio Agudo, Francesc Moreno-Noguer, Begoña Calvo et al.*85 citations*
87. **[High Accuracy Monocular SFM and Scale Correction for Autonomous Driving ↗](https://doi.org/10.1109/tpami.2015.2469274)**Shiyu Song, Manmohan Krishna Chandraker, Clark C. Guest*84 citations*
88. **[Cascades of Regression Tree Fields for Image Restoration ↗](https://doi.org/10.1109/tpami.2015.2441053)**Uwe Schmidt, Jeremy Jancsary, Sebastian Nowozin et al.*83 citations*
89. **[Depth Estimation and Specular Removal for Glossy Surfaces Using Point and Line Consistency with Light-Field Cameras ↗](https://doi.org/10.1109/tpami.2015.2477811)**Michael W. Tao, Jong-Chyi Su, Ting-Chun Wang et al.*82 citations*
90. **[Multi-View and 3D Deformable Part Models ↗](https://doi.org/10.1109/tpami.2015.2408347)**Bojan Pepik, Michael M. Stark, Peter Gehler et al.*81 citations*
91. **[Spatiotemporal Directional Number Transitional Graph for Dynamic Texture Recognition ↗](https://doi.org/10.1109/tpami.2015.2392774)**Adıń Ramıŕez Rivera, Oksam Chae*80 citations*
92. **[3D Shape Matching via Two Layer Coding ↗](https://doi.org/10.1109/tpami.2015.2424863)**Xiang Bai, Song Bai, Zhuotun Zhu et al.*79 citations*
93. **[Detection and Rectification of Distorted Fingerprints ↗](https://doi.org/10.1109/tpami.2014.2345403)**Xuanbin Si, Jianjiang Feng, Jie Zhou et al.*79 citations*
94. **[Flexible Clustered Multi-Task Learning by Learning Representative Tasks ↗](https://doi.org/10.1109/tpami.2015.2452911)**Qiang Zhou, Qi Zhao*79 citations*
95. **[Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting ↗](https://doi.org/10.1109/tpami.2015.2456908)**Weiqiang Ren, Kaiqi Huang, Dacheng Tao et al.*79 citations*
96. **[Sum Product Networks for Activity Recognition ↗](https://doi.org/10.1109/tpami.2015.2465955)**Mohamed R. Amer, Siniša Todorović*77 citations*
97. **[Robust Regression ↗](https://doi.org/10.1109/tpami.2015.2448091)**Dong Huang, Ricardo Cabral, Fernando Torre*74 citations*
98. **[Active Batch Selection via Convex Relaxations with Guaranteed Solution Bounds ↗](https://doi.org/10.1109/tpami.2015.2389848)**Shayok Chakraborty, Vineeth Nallure Balasubramanian, Qian Sun et al.*72 citations*
99. **[Connected Filtering on Tree-Based Shape-Spaces ↗](https://doi.org/10.1109/tpami.2015.2441070)**Yongchao Xu, Thierry Géraud, Laurent Alain Najman*71 citations*
100. **[Co-Labeling for Multi-View Weakly Labeled Learning ↗](https://doi.org/10.1109/tpami.2015.2476813)**Xinxing Xu, Wen Li, Dong Xu et al.*70 citations*

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