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FERLrTc: 2D+3D facial expression recognition via low-rank tensor completion 期刊论文
SIGNAL PROCESSING, 2019, 卷号: 161, 页码: 74-88
Authors:  Fu, Yunfang;  Ruan, Qiuqi;  Luo, Ziyan;  Jin, Yi;  An, Gaoyun;  Wan, Jun
Favorite  |  View/Download:20/0  |  Submit date:2019/07/12
Tensor Tucker decomposition  2D+3D Facial expression recognition  Tensor low-rank representation  Tensor completion  Multi-modality  
Pseudo low rank video representation 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 85, 期号: 1, 页码: 50-59
Authors:  Yu, Tingzhao;  Wang, Lingfeng;  Guo, Chaoxu;  Gu, Huxiang;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(1456Kb)  |  Favorite  |  View/Download:66/23  |  Submit date:2019/01/08
Pseudo low rank  Data driven  Low resolution  Action recognition  
Incremental Codebook Adaptation for Visual Representation and Categorization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 7, 页码: 2012-2023
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
View  |  Adobe PDF(2354Kb)  |  Favorite  |  View/Download:135/40  |  Submit date:2017/09/14
Codebook learning  low-rank  sparse coding  visual representation  
Nonlocal image denoising via adaptive tensor nuclear norm minimization 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 29, 期号: 1, 页码: 3-19
Authors:  Zhang, Chenyang;  Hu, Wenrui;  Jin, Tianyu;  Mei, Zhonglei;  Chenyang Zhang
View  |  Adobe PDF(2531Kb)  |  Favorite  |  View/Download:287/114  |  Submit date:2016/10/22
Nonlocal Self-similarity  Low-rank Tensor Estimation  Singular-value Thresholding  Tensor Nuclear Norm  
The Twist Tensor Nuclear Norm for Video Completion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 12, 页码: 2961-2973
Authors:  Hu, Wenrui;  Tao, Dacheng;  Zhang, Wensheng;  Xie, Yuan;  Yang, Yehui;  Wensheng Zhang
View  |  Adobe PDF(24685Kb)  |  Favorite  |  View/Download:176/64  |  Submit date:2016/10/22
Low-rank Tensor Estimation (Lrte)  Tensor Multirank  Tensor Nuclear Norm (Tnn)  Twist Tensor  Video Completion  
Salient Object Detection via Structured Matrix Decomposition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 4, 页码: 818-832
Authors:  Peng, Houwen;  Li, Bing;  Ling, Haibin;  Hu, Weiming;  Xiong, Weihua;  Maybank, Stephen J.
Adobe PDF(3573Kb)  |  Favorite  |  View/Download:166/60  |  Submit date:2017/05/05
Salient Object Detection  Matrix Decomposition  Low Rank  Structured Sparsity  Subspace Learning  
Temporal Restricted Visual Tracking Via Reverse-Low-Rank Sparse Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 2, 页码: 485-498
Authors:  Yang, Yehui;  Hu, Wenrui;  Xie, Yuan;  Zhang, Wensheng;  Zhang, Tianzhu;  Wensheng Zhang
View  |  Adobe PDF(4881Kb)  |  Favorite  |  View/Download:228/108  |  Submit date:2016/10/22
Low-rank  Sparse Representation  Temporal Restriction  Visual Tracking  
Depression Disorder Classification of fMRI Data Using Sparse Low-Rank Functional Brain Network and Graph-Based Features 期刊论文
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2017, 卷号: 2017, 期号: 2017, 页码: 1
Authors:  Wang, Xin;  Ren, Yanshuang;  Zhang, Wensheng;  Zhang Wensheng
View  |  Adobe PDF(4790Kb)  |  Favorite  |  View/Download:89/16  |  Submit date:2017/06/20
Depression  Classification  Fmri  Sparse Low-rank  
Information Theoretic Subspace Clustering 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2643-2655
Authors:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
View  |  Adobe PDF(2269Kb)  |  Favorite  |  View/Download:145/65  |  Submit date:2016/08/11
Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Weighted Schatten p-Norm Minimization for Image Denoising and Background Subtraction 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 10, 页码: 4842-4857
Authors:  Xie, Yuan;  Gu, Shuhang;  Liu, Yan;  Zuo, Wangmeng;  Zhang, Wensheng;  Zhang, Lei;  Yuan Xie
View  |  Adobe PDF(7732Kb)  |  Favorite  |  View/Download:222/106  |  Submit date:2016/10/26
Low Rank  Weighted Schatten P-norm  Low-level Vision