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A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Jiachao Zhang, Ce Zhu. A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization[J]. IEEE Transactions on Image Processing, 2020, 29, 5094-5109.
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang; et al.
Adobe PDF | Favorite | TC[WOS]:90 TC[Scopus]:96  IF:10.8/12.1 | Submit date：2021/03/11
Sparse Coding  Gsc  Rank Minimization  Adaptive Dictionary  Weighted ℓp-norm Minimization  Image Restoration  Compressive Sensing  Nuclear Norm  
Exploiting Global Low-Rank Structure and Local Sparsity Nature for Tensor Completion Journal article
Du, Yong, Han, Guoqiang, Quan, Yuhui, Yu, Zhiwen, Wong, Hau San, Chen, C. L.Philip, Zhang, Jun. Exploiting Global Low-Rank Structure and Local Sparsity Nature for Tensor Completion[J]. IEEE Transactions on Cybernetics, 2019, 49(11), 3898-3910.
Authors:  Du, Yong;  Han, Guoqiang;  Quan, Yuhui;  Yu, Zhiwen;  Wong, Hau San; et al.
Favorite | TC[WOS]:13 TC[Scopus]:14  IF:9.4/10.3 | Submit date：2022/05/17
Orthogonal Dictionary Learning  Sparse Coding  Tensor Completion  Weighted Nuclear Norm  
Weighted sparse coding regularized nonconvex matrix regression for robust face recognition Journal article
Zhang, Hengmin, Yang, Jian, Xie, Jianchun, Qian, Jianjun, Zhang, Bob. Weighted sparse coding regularized nonconvex matrix regression for robust face recognition[J]. INFORMATION SCIENCES, 2017, 394–395, 1-17.
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
Favorite | TC[WOS]:52 TC[Scopus]:58  IF:0/0 | Submit date：2018/10/30
Nonconvex Matrix Regression  Weighted Sparse Coding  Inexact Augmented Lagrange Multiplier Method  Face Recognition  
Weighted Joint Sparse Representation for Removing Mixed Noise in Image Journal article
Liu, Licheng, Chen, Long, Chen, C. L. Philip, Tang, Yuan Yan, Pun, Chi Man. Weighted Joint Sparse Representation for Removing Mixed Noise in Image[J]. IEEE Transactions on Cybernetics, 2017, 47(3), 600-611.
Authors:  Liu, Licheng;  Chen, Long;  Chen, C. L. Philip;  Tang, Yuan Yan;  Pun, Chi Man
Favorite | TC[WOS]:127 TC[Scopus]:137  IF:9.4/10.3 | Submit date：2018/10/30
Greedy Algorithm  Image Denoising  Joint Sparse Representation (Jsr)  Nonlocal Similarity  Weighted Sparse Coding