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ORCIDIEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 40
Volume 40, Number 1, January 2018
- Sven J. Dickinson:
State of the Journal. 1-6
- Liang Lin
, Keze Wang, Deyu Meng, Wangmeng Zuo, Lei Zhang:
Active Self-Paced Learning for Cost-Effective and Progressive Face Identification. 7-19 - Wenguan Wang, Jianbing Shen, Ruigang Yang, Fatih Porikli:
Saliency-Aware Video Object Segmentation. 20-33 - Wen-Yan Lin, Fan Wang, Ming-Ming Cheng, Sai-Kit Yeung, Philip H. S. Torr, Minh N. Do, Jiangbo Lu:
CODE: Coherence Based Decision Boundaries for Feature Correspondence. 34-47 - Mehrtash Tafazzoli Harandi, Mathieu Salzmann, Richard I. Hartley:
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods. 48-62 - Martti Kesaniemi, Kai Virtanen:
Direct Least Square Fitting of Hyperellipsoids. 63-76 - Bing Su, Xiaoqing Ding, Hao Wang, Ying Wu:
Discriminative Dimensionality Reduction for Multi-Dimensional Sequences. 77-91 - Yung-Kyun Noh, Jihun Hamm, Frank Chongwoo Park, Byoung-Tak Zhang, Daniel D. Lee:
Fluid Dynamic Models for Bhattacharyya-Based Discriminant Analysis. 92-105 - Yung-Kyun Noh, Byoung-Tak Zhang, Daniel D. Lee:
Generative Local Metric Learning for Nearest Neighbor Classification. 106-118 - Alykhan Tejani, Rigas Kouskouridas, Andreas Doumanoglou, Danhang Tang, Tae-Kyun Kim:
Latent-Class Hough Forests for 6 DoF Object Pose Estimation. 119-132 - Suren Vagharshakyan, Robert Bregovic, Atanas P. Gotchev:
Light Field Reconstruction Using Shearlet Transform. 133-147 - Lacey Best-Rowden, Anil K. Jain:
Longitudinal Study of Automatic Face Recognition. 148-162 - Na Qi, Yunhui Shi, Xiaoyan Sun, Jingdong Wang, Baocai Yin, Junbin Gao:
Multi-Dimensional Sparse Models. 163-178 - Behrooz Nasihatkon, Fredrik Kahl:
Multiresolution Search of the Rigid Motion Space for Intensity-Based Registration. 179-191 - Bumsub Ham, Minsu Cho, Jean Ponce:
Robust Guided Image Filtering Using Nonconvex Potentials. 192-207 - Zhouchen Lin, Chen Xu, Hongbin Zha:
Robust Matrix Factorization by Majorization Minimization. 208-220 - Feng Lu, Xiaowu Chen, Imari Sato, Yoichi Sato:
SymPS: BRDF Symmetry Guided Photometric Stereo for Shape and Light Source Estimation. 221-234 - Julian Straub, Oren Freifeld, Guy Rosman, John J. Leonard, John W. Fisher III:
The Manhattan Frame Model - Manhattan World Inference in the Space of Surface Normals. 235-249
Volume 40, Number 2, February 2018
- Akihiko Torii, Relja Arandjelovic, Josef Sivic, Masatoshi Okutomi, Tomás Pajdla:
24/7 Place Recognition by View Synthesis. 257-271 - Michael Villamizar, Juan Andrade-Cetto, Alberto Sanfeliu, Francesc Moreno-Noguer:
Boosted Random Ferns for Object Detection. 272-288 - Charles Otto, Dayong Wang, Anil K. Jain:
Clustering Millions of Faces by Identity. 289-303 - Odyssée Merveille, Hugues Talbot, Laurent Najman, Nicolas Passat:
Curvilinear Structure Analysis by Ranking the Orientation Responses of Path Operators. 304-317 - Jen-Tzung Chien, Chao-Hsi Lee:
Deep Unfolding for Topic Models. 318-331 - Yunlian Sun, Man Zhang, Zhenan Sun, Tieniu Tan:
Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers. 332-351 - Yu-Gang Jiang, Zuxuan Wu, Jun Wang, Xiangyang Xue, Shih-Fu Chang:
Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks. 352-364 - Zhongyu Lou, Fares Alnajar, José M. Álvarez, Ninghang Hu, Theo Gevers:
Expression-Invariant Age Estimation Using Structured Learning. 365-375 - Tae-Hyun Oh, Yasuyuki Matsushita, Yu-Wing Tai, In So Kweon:
Fast Randomized Singular Value Thresholding for Low-Rank Optimization. 376-391 - Ying-Cong Chen, Xiatian Zhu, Wei-Shi Zheng, Jian-Huang Lai:
Person Re-Identification by Camera Correlation Aware Feature Augmentation. 392-408 - Huan Wan, Hui Wang, Gongde Guo, Xin Wei:
Separability-Oriented Subclass Discriminant Analysis. 409-422 - Di Xu, Qi Duan, Jianmin Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham:
Shading-Based Surface Detail Recovery Under General Unknown Illumination. 423-436 - Huei-Fang Yang, Kevin Lin, Chu-Song Chen:
Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks. 437-451 - Erik J. Bekkers, Marco Loog, Bart M. ter Haar Romeny, Remco Duits:
Template Matching via Densities on the Roto-Translation Group. 452-466 - Chenxia Wu, Jiemi Zhang, Ozan Sener, Bart Selman, Silvio Savarese, Ashutosh Saxena:
Watch-n-Patch: Unsupervised Learning of Actions and Relations. 467-481 - Manolis C. Tsakiris, René Vidal:
Algebraic Clustering of Affine Subspaces. 482-489 - Jie Gui, Tongliang Liu, Zhenan Sun, Dacheng Tao, Tieniu Tan:
Fast Supervised Discrete Hashing. 490-496 - Xiantong Zhen, Mengyang Yu, Xiaofei He, Shuo Li:
Multi-Target Regression via Robust Low-Rank Learning. 497-504 - Shaodi You, Yasuyuki Matsushita, Sudipta N. Sinha, Yusuke Bou, Katsushi Ikeuchi:
Multiview Rectification of Folded Documents. 505-511
Volume 40, Number 3, March 2018
- Ugo Moschini, Arnold Meijster, Michael H. F. Wilkinson:
A Hybrid Shared-Memory Parallel Max-Tree Algorithm for Extreme Dynamic-Range Images. 513-526 - Canyi Lu, Jiashi Feng, Shuicheng Yan, Zhouchen Lin:
A Unified Alternating Direction Method of Multipliers by Majorization Minimization. 527-541 - Shu Tian, Xu-Cheng Yin, Ya Su, Hong-Wei Hao:
A Unified Framework for Tracking Based Text Detection and Recognition from Web Videos. 542-554 - Vassileios Balntas, Hongying Lilian Tang, Krystian Mikolajczyk:
Binary Online Learned Descriptors. 555-567 - Afshin Dehghan, Mubarak Shah:
Binary Quadratic Programing for Online Tracking of Hundreds of People in Extremely Crowded Scenes. 568-581 - Gang Hua, Chengjiang Long, Ming Yang, Yan Gao:
Collaborative Active Visual Recognition from Crowds: A Distributed Ensemble Approach. 582-594 - Seung Hwan Bae, Kuk-Jin Yoon:
Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-Object Tracking. 595-610 - Jakob Engel, Vladlen Koltun, Daniel Cremers:
Direct Sparse Odometry. 611-625 - Thanh-Toan Do, Ngai-Man Cheung:
Embedding Based on Function Approximation for Large Scale Image Search. 626-638 - Martin Storath, Andreas Weinmann:
Fast Median Filtering for Phase or Orientation Data. 639-652 - Yong-Jin Liu, Minjing Yu, Bing-Jun Li, Ying He:
Intrinsic Manifold SLIC: A Simple and Efficient Method for Computing Content-Sensitive Superpixels. 653-666 - Hossein Rahmani, Ajmal S. Mian, Mubarak Shah:
Learning a Deep Model for Human Action Recognition from Novel Viewpoints. 667-681 - Tomas F. Yago Vicente, Minh Hoai, Dimitris Samaras:
Leave-One-Out Kernel Optimization for Shadow Detection and Removal. 682-695 - Wei Liao, Stefan Wörz, Chang-Ki Kang, Zang-Hee Cho, Karl Rohr:
Progressive Minimal Path Method for Segmentation of 2D and 3D Line Structures. 696-709 - Xiaobai Liu, Yibiao Zhao, Song-Chun Zhu:
Single-View 3D Scene Reconstruction and Parsing by Attribute Grammar. 710-725 - Yong Ren, Yining Wang, Jun Zhu:
Spectral Learning for Supervised Topic Models. 726-739 - Ting-Chun Wang, Manmohan Chandraker, Alexei A. Efros, Ravi Ramamoorthi:
SVBRDF-Invariant Shape and Reflectance Estimation from a Light-Field Camera. 740-754 - Przemyslaw Glowacki, Miguel Amável Pinheiro, Agata Mosinska, Engin Türetken, Daniel Lebrecht, Raphael Sznitman, Anthony Holtmaat, Jan Kybic, Pascal Fua:
Reconstructing Evolving Tree Structures in Time Lapse Sequences by Enforcing Time-Consistency. 755-761 - Ethan M. Rudd, Lalit P. Jain, Walter J. Scheirer, Terrance E. Boult:
The Extreme Value Machine. 762-768
Volume 40, Number 4, April 2018
- Jingdong Wang, Ting Zhang, Jingkuan Song, Nicu Sebe, Heng Tao Shen:
A Survey on Learning to Hash. 769-790 - Francisco Vasconcelos, João Pedro Barreto, Edmond Boyer:
Automatic Camera Calibration Using Multiple Sets of Pairwise Correspondences. 791-803 - Vincenzo Carletti, Pasquale Foggia, Alessia Saggese, Mario Vento:
Challenging the Time Complexity of Exact Subgraph Isomorphism for Huge and Dense Graphs with VF3. 804-818 - Kevis-Kokitsi Maninis, Jordi Pont-Tuset, Pablo Arbelaez, Luc Van Gool:
Convolutional Oriented Boundaries: From Image Segmentation to High-Level Tasks. 819-833 - Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, Alan L. Yuille:
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs. 834-848 - Xu-Yao Zhang, Fei Yin, Yan-Ming Zhang, Cheng-Lin Liu, Yoshua Bengio:
Drawing and Recognizing Chinese Characters with Recurrent Neural Network. 849-862 - Chen-Yu Lee, Patrick W. Gallagher, Zhuowen Tu:
Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree. 863-875 - Bin Wang, Zhijian Ou, Zhiqiang Tan:
Learning Trans-Dimensional Random Fields with Applications to Language Modeling. 876-890 - Ali Gooya, Karim Lekadir, Isaac Castro-Mateos, José María Pozo, Alejandro F. Frangi:
Mixture of Probabilistic Principal Component Analyzers for Shapes from Point Sets. 891-904 - Xiangbo Shu, Jinhui Tang, Zechao Li, Hanjiang Lai, Liyan Zhang, Shuicheng Yan:
Personalized Age Progression with Bi-Level Aging Dictionary Learning. 905-917 - Haoxiang Li, Gang Hua:
Probabilistic Elastic Part Model: A Pose-Invariant Representation for Real-World Face Verification. 918-930 - Fabio Bellavia, Carlo Colombo:
Rethinking the sGLOH Descriptor. 931-944 - Cesc Chunseong Park, Youngjin Kim, Gunhee Kim:
Retrieval of Sentence Sequences for an Image Stream via Coherence Recurrent Convolutional Networks. 945-957 - Avishek Chatterjee, Venu Madhav Govindu:
Robust Relative Rotation Averaging. 958-972 - Shanshan Zhang, Rodrigo Benenson, Mohamed Omran, Jan Hendrik Hosang, Bernt Schiele:
Towards Reaching Human Performance in Pedestrian Detection. 973-986 - Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Xi Zhou, Shuicheng Yan:
Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment. 987-1001 - Changxing Ding, Dacheng Tao:
Trunk-Branch Ensemble Convolutional Neural Networks for Video-Based Face Recognition. 1002-1014 - Yan Huang, Wei Wang, Liang Wang:
Video Super-Resolution via Bidirectional Recurrent Convolutional Networks. 1015-1028
Volume 40, Number 5, May 2018
- Trevor Darrell, Christoph Lampert, Nicu Sebe, Ying Wu, Yan Yan:
Guest Editors' Introduction to the Special Section on Learning with Shared Information for Computer Vision and Multimedia Analysis. 1029-1031 - Suren Kumar, Vikas Dhiman, Parker A. Koch, Jason J. Corso:
Learning Compositional Sparse Bimodal Models. 1032-1044 - Amir Shahroudy, Tian-Tsong Ng, Yihong Gong, Gang Wang:
Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos. 1045-1058 - Feng Zheng, Yi Tang, Ling Shao:
Hetero-Manifold Regularisation for Cross-Modal Hashing. 1059-1071 - Arnau Ramisa, Fei Yan, Francesc Moreno-Noguer, Krystian Mikolajczyk:
BreakingNews: Article Annotation by Image and Text Processing. 1072-1085 - Israel D. Gebru, Sileye O. Ba, Xiaofei Li, Radu Horaud:
Audio-Visual Speaker Diarization Based on Spatiotemporal Bayesian Fusion. 1086-1099 - Zhe Xu, Shaoli Huang, Ya Zhang, Dacheng Tao:
Webly-Supervised Fine-Grained Visual Categorization via Deep Domain Adaptation. 1100-1113 - Wen Li, Zheng Xu, Dong Xu, Dengxin Dai, Luc Van Gool:
Domain Generalization and Adaptation Using Low Rank Exemplar SVMs. 1114-1127 - George Trigeorgis, Mihalis A. Nicolaou, Björn W. Schuller, Stefanos Zafeiriou:
Deep Canonical Time Warping for Simultaneous Alignment and Representation Learning of Sequences. 1128-1138 - Yueqi Duan, Jiwen Lu, Jianjiang Feng, Jie Zhou:
Context-Aware Local Binary Feature Learning for Face Recognition. 1139-1153 - Wengang Zhou, Houqiang Li, Jian Sun, Qi Tian:
Collaborative Index Embedding for Image Retrieval. 1154-1166 - Chi Su, Fan Yang, Shiliang Zhang, Qi Tian, Larry S. Davis, Wen Gao:
Multi-Task Learning with Low Rank Attribute Embedding for Multi-Camera Person Re-Identification. 1167-1181 - Hang Chang, Ju Han, Cheng Zhong, Antoine Snijders, Jian-Hua Mao:
Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications. 1182-1194 - Nam-Gyu Cho, Alan L. Yuille, Seong-Whan Lee:
A Novel Linelet-Based Representation for Line Segment Detection. 1195-1208 - Ziming Zhang, Yun Liu, Xi Chen, Yanjun Zhu, Ming-Ming Cheng, Venkatesh Saligrama, Philip H. S. Torr:
Sequential Optimization for Efficient High-Quality Object Proposal Generation. 1209-1223 - Liang Zheng, Yi Yang, Qi Tian:
SIFT Meets CNN: A Decade Survey of Instance Retrieval. 1224-1244 - Guoliang Kang, Jun Li, Dacheng Tao:
Shakeout: A New Approach to Regularized Deep Neural Network Training. 1245-1258 - Xiaozhi Chen, Kaustav Kundu, Yukun Zhu, Huimin Ma, Sanja Fidler, Raquel Urtasun:
3D Object Proposals Using Stereo Imagery for Accurate Object Class Detection. 1259-1272 - Raghudeep Gadde, Varun Jampani, Renaud Marlet, Peter V. Gehler:
Efficient 2D and 3D Facade Segmentation Using Auto-Context. 1273-1280
Volume 40, Number 6, June 2018
- Cosimo Rubino, Marco Crocco, Alessio Del Bue:
3D Object Localisation from Multi-View Image Detections. 1281-1294 - Adrian Sosic, Abdelhak M. Zoubir, Heinz Koeppl:
A Bayesian Approach to Policy Recognition and State Representation Learning. 1295-1308 - Tsung-Yu Lin, Aruni RoyChowdhury, Subhransu Maji:
Bilinear Convolutional Neural Networks for Fine-Grained Visual Recognition. 1309-1322 - Tingting Mu, John Yannis Goulermas, Sophia Ananiadou:
Data Visualization with Structural Control of Global Cohort and Local Data Neighborhoods. 1323-1337 - Girum G. Demisse, Djamila Aouada, Björn E. Ottersten:
Deformation Based Curved Shape Representation. 1338-1351 - Guosheng Lin, Chunhua Shen, Anton van den Hengel, Ian Reid:
Exploring Context with Deep Structured Models for Semantic Segmentation. 1352-1366 - Qi Wu, Chunhua Shen, Peng Wang, Anthony R. Dick, Anton van den Hengel:
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge. 1367-1381 - Fatemehsadat Saleh, Mohammad Sadegh Ali Akbarian, Mathieu Salzmann, Lars Petersson, José M. Álvarez, Stephen Gould:
Incorporating Network Built-in Priors in Weakly-Supervised Semantic Segmentation. 1382-1396 - Georgios D. Evangelidis, Radu Horaud:
Joint Alignment of Multiple Point Sets with Batch and Incremental Expectation-Maximization. 1397-1410 - Xi Yin, Xiaoming Liu, Jin Chen, David M. Kramer:
Joint Multi-Leaf Segmentation, Alignment, and Tracking for Fluorescence Plant Videos. 1411-1423 - György Kovács:
Matching by Monotonic Tone Mapping. 1424-1436 - Relja Arandjelovic, Petr Gronát, Akihiko Torii, Tomás Pajdla, Josef Sivic:
NetVLAD: CNN Architecture for Weakly Supervised Place Recognition. 1437-1451 - Bolei Zhou, Àgata Lapedriza, Aditya Khosla, Aude Oliva, Antonio Torralba:
Places: A 10 Million Image Database for Scene Recognition. 1452-1464 - Alberto Crivellaro, Mahdi Rad, Yannick Verdie, Kwang Moo Yi, Pascal Fua, Vincent Lepetit:
Robust 3D Object Tracking from Monocular Images Using Stable Parts. 1465-1479 - Bing Shuai, Zhen Zuo, Bing Wang, Gang Wang:
Scene Segmentation with DAG-Recurrent Neural Networks. 1480-1493 - Tao Wang, Haibin Ling:
Gracker: A Graph-Based Planar Object Tracker. 1494-1501 - Davide Modolo, Vittorio Ferrari:
Learning Semantic Part-Based Models from Google Images. 1502-1509 - Gül Varol, Ivan Laptev, Cordelia Schmid:
Long-Term Temporal Convolutions for Action Recognition. 1510-1517 - Mingliang Chen, Xing Wei, Qingxiong Yang, Qing Li, Gang Wang, Ming-Hsuan Yang:
Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy. 1518-1525 - Yeqing Li, Wei Liu, Junzhou Huang:
Sub-Selective Quantization for Learning Binary Codes in Large-Scale Image Search. 1526-1532
Volume 40, Number 7, July 2018
- Maksim Lapin, Matthias Hein, Bernt Schiele:
Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification. 1533-1554 - Seyoung Park, Bruce Xiaohan Nie, Song-Chun Zhu:
Attribute And-Or Grammar for Joint Parsing of Human Pose, Parts and Attributes. 1555-1569 - Sune Darkner, Akshay Pai, Matthew G. Liptrot, Jon Sporring:
Collocation for Diffeomorphic Deformations in Medical Image Registration. 1570-1583 - Syed Zulqarnain Gilani, Ajmal S. Mian