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RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
Nonnegative self-representation with a fixed rank constraint for subspace clustering Journal article
Information Sciences, 2020,Volume: 518,Page: 127-141
Authors:  Zhong,Guo;  Pun,Chi Man
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Graph clustering  Least squares regression  Nonnegative representation  Subspace clustering  
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
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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
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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
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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
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group-based sparse representation  image restoration  Low-rank  nonlocal self-similarity  nuclear norm minimization  rank residual constraint  
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  
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