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Affine Subspace Robust Low-Rank Self-Representation: From Matrix to Tensor 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9357-9373
作者:  Tang, Yongqiang;  Xie, Yuan;  Zhang, Wensheng
收藏  |  浏览/下载:45/0  |  提交时间:2023/11/17
Affine subspace  low-rank representation  low-rank tensor  multi-view learning  subspace clustering  
Shared Low-Rank Correlation Embedding for Multiple Feature Fusion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1855-1867
作者:  Wang, Zhan;  Wang, Lizhi;  Wan, Jun;  Huang, Hua
收藏  |  浏览/下载:137/0  |  提交时间:2021/12/28
Correlation  Kernel  Task analysis  Fuses  Noise measurement  Laplace equations  Dictionaries  Common subspace  low-rank representation  multiple feature fusion  canonical correlation analysis  
Modal-Regression-Based Structured Low-Rank Matrix Recovery for Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 3, 页码: 1204-1216
作者:  Xu, Jiamiao;  Wang, Fangzhao;  Peng, Qinmu;  You, Xinge;  Wang, Shuo;  Jing, Xiao-Yuan;  Chen, C. L. Philip
收藏  |  浏览/下载:253/0  |  提交时间:2021/04/27
Robustness  Laplace equations  Technological innovation  Learning systems  Data models  Gaussian noise  Convex functions  Block-diagonal representation learning  cross-view classification  low-rank representation  multiview learning  
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
作者:  Fu, Yunfang;  Ruan, Qiuqi;  Luo, Ziyan;  Jin, Yi;  An, Gaoyun;  Wan, Jun
收藏  |  浏览/下载:268/0  |  提交时间:2019/07/12
Tensor Tucker decomposition  2D+3D Facial expression recognition  Tensor low-rank representation  Tensor completion  Multi-modality  
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
作者:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
浏览  |  Adobe PDF(2354Kb)  |  收藏  |  浏览/下载:545/228  |  提交时间:2017/09/14
Codebook learning  low-rank  sparse coding  visual representation  
Robust Visual Tracking Via Consistent Low-Rank Sparse Learning 期刊论文
International Journal of Computer Vision, 2015, 卷号: 111, 期号: 2, 页码: 171-190
作者:  Zhang, Tianzhu;  Liu, Si;  Ahuja, Narendra;  Yang, Ming-Hsuan;  Ghanem, Bernard;  Si Liu
浏览  |  Adobe PDF(3975Kb)  |  收藏  |  浏览/下载:473/167  |  提交时间:2017/02/23
Visual Tracking  Temporal Consistency  Sparse Representation  Low-rank Representation  
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
作者:  Yang, Yehui;  Hu, Wenrui;  Xie, Yuan;  Zhang, Wensheng;  Zhang, Tianzhu;  Wensheng Zhang
浏览  |  Adobe PDF(4881Kb)  |  收藏  |  浏览/下载:637/284  |  提交时间:2016/10/22
Low-rank  Sparse Representation  Temporal Restriction  Visual Tracking  
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
作者:  He, Ran;  Wang, Liang;  Sun, Zhenan;  Zhang, Yingya;  Li, Bo;  Bo LI
浏览  |  Adobe PDF(2269Kb)  |  收藏  |  浏览/下载:445/185  |  提交时间:2016/08/11
Correntropy  Group Sparsity  Low-rank Representation (Lrr)  Subspace Clustering  
Joint Alignment and Clustering via Low-Rank Representation 会议论文
Asian Conference on Pattern Recognition, Naha, Japan, 2013年11月5-8日
作者:  Qi Li;  Zhenan Sun;  Ran He(赫然);  Tieniu Tan;  Li, Qi
浏览  |  Adobe PDF(422Kb)  |  收藏  |  浏览/下载:235/60  |  提交时间:2016/06/22
Joint Alignment And Clustering  Low-rank Representation  Augmented Lagrange Multiplier Method  
A Sparse Projection and Low-Rank Recovery Framework for Handwriting Representation and Salient Stroke Feature Extraction 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2015, 卷号: 6, 期号: 1
作者:  Zhang, Zhao;  Liu, Cheng-Lin;  Zhao, Ming-Bo
收藏  |  浏览/下载:255/0  |  提交时间:2015/09/21
Algorithms  Design  Experimentation  Performance  Sparse Projection  Low-rank Recovery  Similarity Preservation  Salient Stroke Feature Extraction  HAndwriting Representation And Recognition