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ORCIDIEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 43
Volume 43, Number 1, January 2021
- Xun Xu
, Loong-Fah Cheong, Zhuwen Li:
3D Rigid Motion Segmentation with Mixed and Unknown Number of Models. 1-16 - Rie Johnson, Tong Zhang:
A Framework of Composite Functional Gradient Methods for Generative Adversarial Models. 17-32 - Qingnan Fan, Dongdong Chen, Lu Yuan, Gang Hua, Nenghai Yu, Baoquan Chen:
A General Decoupled Learning Framework for Parameterized Image Operators. 33-47 - Lixiong Chen, Yinqiang Zheng, Boxin Shi, Art Subpa-Asa, Imari Sato:
A Microfacet-Based Model for Photometric Stereo with General Isotropic Reflectance. 48-61 - Yang Zhou, Yiu-Ming Cheung:
Bayesian Low-Tubal-Rank Robust Tensor Factorization with Multi-Rank Determination. 62-76 - Gabriel Rioux, Christopher Scarvelis, Rustum Choksi, Tim Hoheisel, Pierre Maréchal:
Blind Deblurring of Barcodes via Kullback-Leibler Divergence. 77-88 - Makoto Okuda, Shin'ichi Satoh, Yoichi Sato, Yutaka Kidawara:
Community Detection Using Restrained Random-Walk Similarity. 89-103 - ShiJie Sun, Naveed Akhtar, HuanSheng Song, Ajmal Mian, Mubarak Shah:
Deep Affinity Network for Multiple Object Tracking. 104-119 - Iñaki Estella Aguerri, Abdellatif Zaidi:
Distributed Variational Representation Learning. 120-138 - Xiao-Yuan Jing, Xinyu Zhang, Xiaoke Zhu, Fei Wu, Xinge You, Yang Gao, Shiguang Shan, Jing-yu Yang:
Multiset Feature Learning for Highly Imbalanced Data Classification. 139-156 - Luan Tran, Xiaoming Liu:
On Learning 3D Face Morphable Model from In-the-Wild Images. 157-171 - Zhe Cao, Gines Hidalgo, Tomas Simon, Shih-En Wei, Yaser Sheikh:
OpenPose: Realtime Multi-Person 2D Pose Estimation Using Part Affinity Fields. 172-186 - Javier Marín, Aritro Biswas, Ferda Ofli, Nicholas Hynes, Amaia Salvador, Yusuf Aytar, Ingmar Weber, Antonio Torralba:
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images. 187-203 - Mahmoud Kalash, Md. Amirul Islam, Neil D. B. Bruce:
Relative Saliency and Ranking: Models, Metrics, Data and Benchmarks. 204-219 - Wenguan Wang, Jianbing Shen, Jianwen Xie, Ming-Ming Cheng, Haibin Ling, Ali Borji:
Revisiting Video Saliency Prediction in the Deep Learning Era. 220-237 - Xiaoqin Zhang, Di Wang, Zhengyuan Zhou, Yi Ma:
Robust Low-Rank Tensor Recovery with Rectification and Alignment. 238-255 - Anders P. Eriksson, Carl Olsson, Fredrik Kahl, Tat-Jun Chin:
Rotation Averaging with the Chordal Distance: Global Minimizers and Strong Duality. 256-268 - Asako Kanezaki, Yasuyuki Matsushita, Yoshifumi Nishida:
RotationNet for Joint Object Categorization and Unsupervised Pose Estimation from Multi-View Images. 269-283 - Dongwei Ren, Wangmeng Zuo, David Zhang, Lei Zhang, Ming-Hsuan Yang:
Simultaneous Fidelity and Regularization Learning for Image Restoration. 284-299 - Zhengfa Liang, Yulan Guo, Yiliu Feng, Wei Chen, Linbo Qiao, Li Zhou, Jianfeng Zhang, Hengzhu Liu:
Stereo Matching Using Multi-Level Cost Volume and Multi-Scale Feature Constancy. 300-315 - Ren Li, Jared S. Johansen, Hamad Ahmed, Thomas V. Ilyevsky, Ronnie B. Wilbur, Hari M. Bharadwaj, Jeffrey Mark Siskind:
The Perils and Pitfalls of Block Design for EEG Classification Experiments. 316-333 - Yufeng Li, Lan-Zhe Guo, Zhi-Hua Zhou:
Towards Safe Weakly Supervised Learning. 334-346 - Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang:
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. 347-359 - Tianyu Yang, Antoni B. Chan:
Visual Tracking via Dynamic Memory Networks. 360-374
Volume 43, Number 2, February 2021
- Robert Frohlich, Levente Tamas, Zoltan Kato:
Absolute Pose Estimation of Central Cameras Using Planar Regions. 377-391 - Xiaowei Xu, Xinyi Zhang, Bei Yu, Xiaobo Sharon Hu, Christopher Rowen, Jingtong Hu, Yiyu Shi:
DAC-SDC Low Power Object Detection Challenge for UAV Applications. 392-403 - Wei Shen, Yilu Guo, Yan Wang, Kai Zhao, Bo Wang, Alan L. Yuille:
Deep Differentiable Random Forests for Age Estimation. 404-419 - Jue Wang, Anoop Cherian:
Discriminative Video Representation Learning Using Support Vector Classifiers. 420-433 - Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng:
Dual Adversarial Transfer for Sequence Labeling. 434-446 - David P. Hofmeyr:
Fast Exact Evaluation of Univariate Kernel Sums. 447-458 - Pan Zhou, Xiao-Tong Yuan, Shuicheng Yan, Jiashi Feng:
Faster First-Order Methods for Stochastic Non-Convex Optimization on Riemannian Manifolds. 459-472 - Hoda Bahonar, Abdolreza Mirzaei, Saeed Sadri, Richard C. Wilson:
Graph Embedding Using Frequency Filtering. 473-484 - Massimiliano Mancini, Lorenzo Porzi, Samuel Rota Bulò, Barbara Caputo, Elisa Ricci:
Inferring Latent Domains for Unsupervised Deep Domain Adaptation. 485-498 - Hongyu Yang, Di Huang, Yunhong Wang, Anil K. Jain:
Learning Continuous Face Age Progression: A Pyramid of GANs. 499-515 - Jianwen Xie, Song-Chun Zhu, Ying Nian Wu:
Learning Energy-Based Spatial-Temporal Generative ConvNets for Dynamic Patterns. 516-531 - Minghui Liao, Pengyuan Lyu, Minghang He, Cong Yao, Wenhao Wu, Xiang Bai:
Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes. 532-548 - Guangcan Liu, Qingshan Liu, Xiao-Tong Yuan, Meng Wang:
Matrix Completion with Deterministic Sampling: Theories and Methods. 549-566 - David Tellez, Geert Litjens, Jeroen van der Laak, Francesco Ciompi:
Neural Image Compression for Gigapixel Histopathology Image Analysis. 567-578 - Jiong Tao, Juyong Zhang, Bailin Deng, Zheng Fang, Yue Peng, Ying He:
Parallel and Scalable Heat Methods for Geodesic Distance Computation. 579-594 - Debotosh Bhattacharjee, Hiranmoy Roy:
Pattern of Local Gravitational Force (PLGF): A Novel Local Image Descriptor. 595-607 - Hakan Cevikalp, Halil Saglamlar:
Polyhedral Conic Classifiers for Computer Vision Applications and Open Set Recognition. 608-622 - Geonho Cha, Minsik Lee, Jungchan Cho, Songhwai Oh:
Reconstruct as Far as You Can: Consensus of Non-Rigid Reconstruction from Feasible Regions. 623-637 - Yoshie Kobayashi, Tetsuro Morimoto, Imari Sato, Yasuhiro Mukaigawa, Takao Tomono, Katsushi Ikeuchi:
Reconstruction of Geometric and Optical Parameters of Non-Planar Objects with Thin Film. 638-651 - Shanghua Gao, Ming-Ming Cheng, Kai Zhao, Xinyu Zhang, Ming-Hsuan Yang, Philip H. S. Torr:
Res2Net: A New Multi-Scale Backbone Architecture. 652-662 - Mustafa Anil Koçak, David Ramírez, Elza Erkip, Dennis E. Shasha:
SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness. 663-678 - Ali Borji:
Saliency Prediction in the Deep Learning Era: Successes and Limitations. 679-700 - Jiyang Yu, Ravi Ramamoorthi:
Selfie Video Stabilization. 701-711 - Ping Luo, Ruimao Zhang, Jiamin Ren, Zhanglin Peng, Jingyu Li:
Switchable Normalization for Learning-to-Normalize Deep Representation. 712-728 - Jae-Seong Yun, Jae-Young Sim:
Virtual Point Removal for Large-Scale 3D Point Clouds with Multiple Glass Planes. 729-744 - Jiayan Qiu, Xinchao Wang, Pascal Fua, Dacheng Tao:
Matching Seqlets: An Unsupervised Approach for Locality Preserving Sequence Matching. 745-752
Volume 43, Number 3, March 2021
- Arko Barman, Shishir K. Shah:
A Graph-Based Approach for Making Consensus-Based Decisions in Image Search and Person Re-Identification. 753-765 - Wouter M. Kouw, Marco Loog:
A Review of Domain Adaptation without Target Labels. 766-785 - Xiaojie Wang, Rui Zhang, Yu Sun, Jianzhong Qi:
Adversarial Distillation for Learning with Privileged Provisions. 786-797 - Aparajita Khan, Pradipta Maji:
Approximate Graph Laplacians for Multimodal Data Clustering. 798-813 - Akihiko Torii, Hajime Taira, Josef Sivic, Marc Pollefeys, Masatoshi Okutomi, Tomás Pajdla, Torsten Sattler:
Are Large-Scale 3D Models Really Necessary for Accurate Visual Localization? 814-829 - Jae Young Lee, Rae-Hong Park:
Complex-Valued Disparity: Unified Depth Model of Depth from Stereo, Depth from Focus, and Depth from Defocus Based on the Light Field Gradient. 830-841 - Huu Le, Tat-Jun Chin, Anders P. Eriksson, Thanh-Toan Do, David Suter:
Deterministic Approximate Methods for Maximum Consensus Robust Fitting. 842-857 - Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian:
Harmonized Multimodal Learning with Gaussian Process Latent Variable Models. 858-872 - Nan Meng, Hayden K. H. So, Xing Sun, Edmund Y. Lam:
High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction. 873-886 - Qingxing Cao, Xiaodan Liang, Bailin Li, Liang Lin:
Interpretable Visual Question Answering by Reasoning on Dependency Trees. 887-901 - Yifan Sun, Liang Zheng, Yali Li, Yi Yang, Qi Tian, Shengjin Wang:
Learning Part-based Convolutional Features for Person Re-Identification. 902-917 - Chen Gong, Hong Shi, Tongliang Liu, Chuang Zhang, Jian Yang, Dacheng Tao:
Loss Decomposition and Centroid Estimation for Positive and Unlabeled Learning. 918-932 - Wenbo Bao, Wei-Sheng Lai, Xiaoyun Zhang, Zhiyong Gao, Ming-Hsuan Yang:
MEMC-Net: Motion Estimation and Motion Compensation Driven Neural Network for Video Interpolation and Enhancement. 933-948 - Zhenyu Guan, Qunliang Xing, Mai Xu, Ren Yang, Tie Liu, Zulin Wang:
MFQE 2.0: A New Approach for Multi-Frame Quality Enhancement on Compressed Video. 949-963 - Xin Liu, Zhikai Hu, Haibin Ling, Yiu-Ming Cheung:
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval. 964-981 - Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Nonlinear Regression via Deep Negative Correlation Learning. 982-998 - Yuqian Zhang, Yenson Lau, Han-Wen Kuo, Sky Cheung, Abhay Pasupathy, John Wright:
On the Global Geometry of Sphere-Constrained Sparse Blind Deconvolution. 999-1008 - Zijun Wei, Boyu Wang, Minh Hoai, Jianming Zhang, Xiaohui Shen, Zhe Lin, Radomír Mech, Dimitris Samaras:
Sequence-to-Segments Networks for Detecting Segments in Videos. 1009-1021 - Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Björn W. Schuller, Kam Star, Elnar Hajiyev, Maja Pantic:
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild. 1022-1040 - Jun Liu, Ming Yan, Tieyong Zeng:
Surface-Aware Blind Image Deblurring. 1041-1055 - Konstantinos Zampogiannis, Cornelia Fermüller, Yiannis Aloimonos:
Topology-Aware Non-Rigid Point Cloud Registration. 1056-1069 - Weixin Luo, Wen Liu, Dongze Lian, Jinhui Tang, Lixin Duan, Xi Peng, Shenghua Gao:
Video Anomaly Detection with Sparse Coding Inspired Deep Neural Networks. 1070-1084 - Xuefei Yin, Yanming Zhu, Jiankun Hu:
3D Fingerprint Recognition based on Ridge-Valley-Guided 3D Reconstruction and 3D Topology Polymer Feature Extraction. 1085-1091 - Gang Liu, Yu Yu, Kenneth Alberto Funes Mora, Jean-Marc Odobez:
A Differential Approach for Gaze Estimation. 1092-1099 - Sanli Tang, Xiaolin Huang, Mingjian Chen, Chengjin Sun, Jie Yang:
Adversarial Attack Type I: Cheat Classifiers by Significant Changes. 1100-1109 - Xiangbo Shu, Jinhui Tang, Guo-Jun Qi, Wei Liu, Jian Yang:
Hierarchical Long Short-Term Concurrent Memory for Human Interaction Recognition. 1110-1118
Volume 43, Number 4, April 2021
- Sven J. Dickinson:
State of the Journal Editorial. 1119-1128 - Ziang Yan, Yiwen Guo, Changshui Zhang:
Adversarial Margin Maximization Networks. 1129-1139 - Jitka Kostková, Tomás Suk, Jan Flusser:
Affine Invariants of Vector Fields. 1140-1155 - Aliaksandr Siarohin, Stéphane Lathuilière, Enver Sangineto, Nicu Sebe:
Appearance and Pose-Conditioned Human Image Generation Using Deformable GANs. 1156-1171 - Fabio Muratore, Michael Gienger, Jan Peters:
Assessing Transferability From Simulation to Reality for Reinforcement Learning. 1172-1183 - Chihao Zhang, Shihua Zhang:
Bayesian Joint Matrix Decomposition for Data Integration with Heterogeneous Noise. 1184-1196 - Théophile Dalens, Mathieu Aubry, Josef Sivic:
Bilinear Image Translation for Temporal Analysis of Photo Collections. 1197-1212 - Weichuan Zhang, Changming Sun:
Corner Detection Using Second-Order Generalized Gaussian Directional Derivative Representations. 1213-1224 - Sunghoon Im, Hyowon Ha, Hae-Gon Jeon, Stephen Lin, In So Kweon:
Deep Depth from Uncalibrated Small Motion Clip. 1225-1238 - Yanting Pei, Yaping Huang, Qi Zou, Xingyuan Zhang, Song Wang:
Effects of Image Degradation and Degradation Removal to CNN-Based Image Classification. 1239-1253 - Jianxin Lin, Zhibo Chen, Yingce Xia, Sen Liu, Tao Qin, Jiebo Luo:
Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation. 1254-1266 - Irtiza Hasan, Francesco Setti, Theodore Tsesmelis, Vasileios Belagiannis, Sikandar Amin, Alessio Del Bue, Marco Cristani, Fabio Galasso:
Forecasting People Trajectories and Head Poses by Jointly Reasoning on Tracklets and Vislets. 1267-1278 - Sameer Agarwal, Andrew Pryhuber, Rekha R. Thomas:
Ideals of the Multiview Variety. 1279-1292 - Hajime Taira, Masatoshi Okutomi, Torsten Sattler, Mircea Cimpoi, Marc Pollefeys, Josef Sivic, Tomás Pajdla, Akihiko Torii:
InLoc: Indoor Visual Localization with Dense Matching and View Synthesis. 1293-1307 - Keren Ye, Narges Honarvar Nazari, James Hahn, Zaeem Hussain, Mingda Zhang, Adriana Kovashka:
Interpreting the Rhetoric of Visual Advertisements. 1308-1323 - Shangsi Wang, Jesús Arroyo, Joshua T. Vogelstein, Carey E. Priebe:
Joint Embedding of Graphs. 1324-1336 - Le Hou, Tomás F. Yago Vicente, Minh Hoai, Dimitris Samaras:
Large Scale Shadow Annotation and Detection Using Lazy Annotation and Stacked CNNs. 1337-1351 - Shuai Li, Kui Jia, Yuxin Wen, Tongliang Liu, Dacheng Tao:
Orthogonal Deep Neural Networks. 1352-1368 - Sudhanshu Mittal, Maxim Tatarchenko, Thomas Brox:
Semi-Supervised Semantic Segmentation With High- and Low-Level Consistency. 1369-1379 - Chao Deng, Yuanlong Zhang, Yifeng Mao, Jingtao Fan, Jinli Suo, Zhili Zhang, Qionghai Dai:
Sinusoidal Sampling Enhanced Compressive Camera for High Speed Imaging. 1380-1393 - Andrea Cavagna, Stefania Melillo, Leonardo Parisi, Federico Ricci-Tersenghi:
SpaRTA Tracking Across Occlusions via Partitioning of 3D Clouds of Points. 1394-1403 - Daqi Liu, Miroslaw Bober, Josef Kittler:
Visual Semantic Information Pursuit: A Survey. 1404-1422 - Junwei Han, Yang Yang, Dingwen Zhang, Dong Huang, Dong Xu, Fernando De la Torre:
Weakly-Supervised Learning of Category-Specific 3D Object Shapes. 1423-1437 - Michel Melo Silva, Washington L. S. Ramos, Mario F. M. Campos, Erickson R. Nascimento:
A Sparse Sampling-Based Framework for Semantic Fast-Forward of First-Person Videos. 1438-1444 - Chenggang Yan, Biao Gong, Yuxuan Wei, Yue Gao:
Deep Multi-View Enhancement Hashing for Image Retrieval. 1445-1451 - Yongchao Xu, Mingtao Fu, Qimeng Wang, Yukang Wang, Kai Chen, Gui-Song Xia, Xiang Bai:
Gliding Vertex on the Horizontal Bounding Box for Multi-Oriented Object Detection. 1452-1459 - Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen:
Ordered or Orderless: A Revisit for Video Based Person Re-Identification. 1460-1466
Volume 43, Number 5, May 2021
- Fangwei Zhong, Peng Sun, Wenhan Luo, Tingyun Yan, Yizhou Wang:
AD-VAT+: An Asymmetric Dueling Mechanism for Learning and Understanding Visual Active Tracking. 1467-1482 - Zhaowei Cai, Nuno Vasconcelos:
Cascade R-CNN: High Quality Object Detection and Instance Segmentation. 1483-1498 - Hyungtae Lee, Heesung Kwon:
DBF: Dynamic Belief Fusion for Combining Multiple Object Detectors. 1499-1514 - Xingping Dong, Jianbing Shen, Wenguan Wang, Ling Shao, Haibin Ling, Fatih Porikli:
Dynamical Hyperparameter Optimization via Deep Reinforcement Learning in Tracking. 1515-1529 - Jinsong Su, Jiali Zeng, Jun Xie, Huating Wen, Yongjing Yin, Yang Liu:
Exploring Discriminative Word-Level Domain Contexts for Multi-Domain Neural Machine Translation. 1530-1545 - Junjun Pan, Nicolas Gillis:
Generalized Separable Nonnegative Matrix Factorization. 1546-1561 - Lianghua Huang, Xin Zhao, Kaiqi Huang:
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild. 1562-1577 - Xian-Feng Han, Hamid Laga, Mohammed Bennamoun:
Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. 1578-1604 - Arda Senocak, Tae-Hyun Oh, Junsik Kim, Ming-Hsuan Yang, In So Kweon:
Learning to Localize Sound Sources in Visual Scenes: Analysis and Applications. 1605-1619 - Mahdi M. Kalayeh, Mubarak Shah:
On Symbiosis of Attribute Prediction and Semantic Segmentation. 1620-1635 - Yifan Zhao, Jia Li, Yu Zhang, Yafei Song, Yonghong Tian:
Ordinal Multi-Task Part Segmentation With Recurrent Prior Generation. 1636-1648