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A new nonlocal means based framework for mixed noise removal Journal article
Neurocomputing, 2021,Volume: 431,Page: 57-68
Authors:  Jiang,Jielin;  Yang,Kang;  Yang,Jian;  Yang,Zhi Xin;  Chen,Yadang;  Luo,Lei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Convolutional neural network  Gradient regularization  Low rank approximation  Mixed noise removal  Nonlocal self-similarity  
The Power of Triply Complementary Priors for Image Compressive Sensing Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Zhou,Joey Tianyi;  Zhou,Jiantao;  Wen,Bihan;  Zhu,Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/11
deep prior  hybrid plug-and-play  Image CS  non-local self-similarity  triply complementary priors  
A Hybrid Structural Sparse Error Model for Image Deblocking Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce;  Wen,Bihan
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Hybrid structural sparse error  image deblocking  nonlocal self-similarity  structural sparse representation  
Group Sparsity Residual Constraint with Non-Local Priors for Image Restoration Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8960-8975
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhou,Jiantao;  Zhu,Ce
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/11
group sparse representation  group sparsity residual constraint  Image restoration  nonlocal self-similarity  
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce;  Wen,Bihan
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/03/11
adaptive parameter adjusting  Gaussian mixture model  Image restoration  simultaneous nonlocal self-similarity  structural sparse representation  
Image Restoration Using Joint Patch-Group-Based Sparse Representation Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 7735-7750
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhang,Jiachao;  Zhou,Jiantao;  Zhu,Ce
Favorite |  | TC[WOS]:5 TC[Scopus]:7 | Submit date:2021/03/11
ADMM  image restoration  JPG-SR  nonlocal self-similarity  Sparse representation  
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 3254-3269
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhou,Jiantao;  Zhang,Jiachao;  Zhu,Ce
Favorite |  | TC[WOS]:10 TC[Scopus]:11 | Submit date:2021/03/11
group-based sparse representation  image restoration  Low-rank  nonlocal self-similarity  nuclear norm minimization  rank residual constraint  
Simultaneous Nonlocal Self-Similarity Prior for Image Denoising Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhang,Jiachao;  Zhou,Jiantao;  Zhu,Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
gaussian mixture model  Image denoising  low-rank  simultaneous nonlocal self-similarity  
A Comparative Study for the Nuclear Norms Minimization Methods Conference paper
Proceedings - International Conference on Image Processing, ICIP
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Zhang,Jiachao;  Zhou,Jiantao;  Zhu,Ce
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GSR  image denoising  Low-rank matrix approximation  NNM  WNNM  
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]:11 | Submit date:2018/10/30
Image denoising  robust sparse representation  constrained sparse coding  dictionary learning  nonlocal self-similarity