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IEEE 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