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LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING Conference paper
Proceedings - International Conference on Image Processing, ICIP, Anchorage, AK, USA, 19-22 September 2021
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Adaptive Parameter  Alternating Minimization  Image Denoising  Low-rank Regularized Joint Sparsity  Nonlocal Sparse Representation  
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 5223-5238
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:20 TC[Scopus]:19 | 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
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
Adobe PDF | Favorite |  | TC[WOS]:9 TC[Scopus]:9 | 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
Adobe PDF | Favorite |  | TC[WOS]:40 TC[Scopus]:33 | Submit date:2021/03/11
Sparse Coding  Gsc  Rank Minimization  Adaptive Dictionary  Weighted ℓp-norm Minimization  Image Restoration  Compressive Sensing  Nuclear Norm  
Robust subspace clustering with independent and piecewise identically distributed noise modeling Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Long Beach, CA, USA, 15-20 June 2019
Authors:  Yuanman Li;  Jiantao Zhou;  Xianwei Zheng;  Jinyu Tian;  Yuan Yan Tang
Adobe PDF | Favorite |  | TC[WOS]:42 TC[Scopus]:14 | Submit date:2021/03/11
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
Adobe PDF | Favorite |  | TC[WOS]:40 TC[Scopus]:44 | Submit date:2018/12/22
Compressed Image Restoration  Machine Learning  Soft Decoding  Sparse Coding