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Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification Journal article
Cheng, Chunbo, Li, Hong, Peng, Jiangtao, Cui, Wenjing, Zhang, Liming. Deep High-Order Tensor Convolutional Sparse Coding for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60.
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite | TC[WOS]:19 TC[Scopus]:19  IF:7.5/7.6 | Submit date：2022/05/17
Deep High-order Tensor Convolutional Sparse Coding (Csc)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce. Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models[J]. IEEE Transactions on Image Processing, 2021, 30, 5223-5238.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite | TC[WOS]:65 TC[Scopus]:67  IF:10.8/12.1 | Submit date：2022/05/13
Adaptive Parameter Adjustment  Alternating Minimization  Group Sparse Coding  Image Restoration  Low-rank Regularized Group Sparse Coding  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Zhiyuan Zha, Bihan Wen, Xin Yuan, Jiantao Zhou, Ce Zhu. Reconciliation of group sparsity and low-rank models for image restoration[C], 2020, 9102930.
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite | TC[WOS]:2 TC[Scopus]:12 | Submit date：2021/03/11
Adaptive Parameter Adjustment  Alternating Minimization  Group Sparse Coding  Image Restoration  Low-rank Regularized Group Sparse Coding  
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]:86 TC[Scopus]:90  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]:12 TC[Scopus]:13  IF:9.4/10.3 | Submit date：2022/05/17
Orthogonal Dictionary Learning  Sparse Coding  Tensor Completion  Weighted Nuclear Norm  
Scalable Online Convolutional Sparse Coding Journal article
Wang, Yaqing, Yao, Quanming, Kwok, James T., Ni, Lionel M.. Scalable Online Convolutional Sparse Coding[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 27(10), 4850-4859.
Authors:  Wang, Yaqing;  Yao, Quanming;  Kwok, James T.;  Ni, Lionel M.
Favorite | TC[WOS]:26 TC[Scopus]:33  IF:10.8/12.1 | Submit date：2018/10/30
Online Learning  Convolutional Sparse Coding  Dictionary Learning  
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
Liu, Licheng, Chen, C. L. Philip, You, Xinge, Tang, Yuan Yan, Zhang, Yushu, Li, Shutao. Mixed Noise Removal via Robust Constrained Sparse Representation[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 28(9), 2177-2189.
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu; et al.
Favorite | TC[WOS]:19 TC[Scopus]:24  IF:8.3/7.1 | Submit date：2018/10/30
Image Denoising  Robust Sparse Representation  Constrained Sparse Coding  Dictionary Learning  Nonlocal Self-similarity  
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]:126 TC[Scopus]:136  IF:9.4/10.3 | Submit date：2018/10/30
Greedy Algorithm  Image Denoising  Joint Sparse Representation (Jsr)  Nonlocal Similarity  Weighted Sparse Coding  
Convolutional Sparse Coding for Face Recognition Conference paper
Jin, Junwei, Chen, C. L. Philip, IEEE. Convolutional Sparse Coding for Face Recognition[C], 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2017, 137-141.
Authors:  Jin, Junwei;  Chen, C. L. Philip;  IEEE
Favorite | TC[WOS]:3 TC[Scopus]:2 | Submit date：2018/10/30
Face Recognition  Convolutional Sparse Coding  Filters  Sparse Representation  Image Classification