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Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo, London, UK, 6-10 July 2020
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:0 TC[Scopus]:5 | 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
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 5094-5109
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
Favorite |  | TC[WOS]:13 TC[Scopus]:12 | Submit date:2021/03/11
Sparse Coding  Gsc  Rank Minimization  Adaptive Dictionary  Weighted ℓp-norm Minimization  Image Restoration  Compressive Sensing  Nuclear Norm  
Scalable Online Convolutional Sparse Coding Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 10,Page: 4850-4859
Authors:  Wang, Yaqing;  Yao, Quanming;  Kwok, James T.;  Ni, Lionel M.
Favorite |  | TC[WOS]:10 TC[Scopus]:12 | Submit date:2018/10/30
Online learning  convolutional sparse coding  dictionary learning  
Mixed Noise Removal via Robust Constrained Sparse Representation Journal article
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018,Volume: 28,Issue: 9,Page: 2177-2189
Authors:  Liu, Licheng;  Chen, C. L. Philip;  You, Xinge;  Tang, Yuan Yan;  Zhang, Yushu;  Li, Shutao
Favorite |  | TC[WOS]:9 TC[Scopus]:12 | 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
INFORMATION SCIENCES, 2017,Volume: 394–395,Page: 1-17
Authors:  Zhang, Hengmin;  Yang, Jian;  Xie, Jianchun;  Qian, Jianjun;  Zhang, Bob
Favorite |  | TC[WOS]:25 TC[Scopus]:29 | 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
IEEE Transactions on Cybernetics, 2017,Volume: 47,Issue: 3,Page: 600-611
Authors:  Liu, Licheng;  Chen, Long;  Chen, C. L. Philip;  Tang, Yuan Yan;  Pun, Chi Man
Favorite |  | TC[WOS]:87 TC[Scopus]:94 | 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
Authors:  Jin, Junwei;  Chen, C. L. Philip;  IEEE
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/10/30
face recognition  convolutional sparse coding  filters  sparse representation  image classification  
Sample diversity, representation effectiveness and robust dictionary learning for face recognition Journal article
INFORMATION SCIENCES, 2017,Volume: 375,Page: 171-182
Authors:  Xu, Yong;  Li, Zhengming;  Zhang, Bob;  Yang, Jian;  You, Jane
Favorite |  | TC[WOS]:49 TC[Scopus]:53 | Submit date:2018/10/30
Dictionary Learning  Sparse Coding  Face Recognition  
Sparsity-based image error concealment via adaptive dual dictionary learning and regularization Journal article
IEEE Transactions on Image Processing, 2016,Volume: 26,Issue: 2,Page: 782-796
Authors:  Xianming Liu;  Deming Zhai;  Jiantao Zhou;  Shiqi Wang;  Debin Zhao;  Huijun Gao
Favorite |  | TC[WOS]:21 TC[Scopus]:25 | Submit date:2018/12/22
Image Error Concealment  Dual Dictionary Learning  Sparse Coding  Kernel Ridge Regression  
Data-driven soft decoding of compressed images in dual transform-pixel domain Journal article
IEEE Transactions on Image Processing, 2016,Volume: 25,Issue: 4,Page: 1649-1659
Authors:  Xianming Liu;  Xiaolin Wu;  Jiantao Zhou;  Debin Zhao
Favorite |  | TC[WOS]:33 TC[Scopus]:37 | Submit date:2018/12/22
Compressed Image Restoration  Machine Learning  Soft Decoding  Sparse Coding