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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
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deep prior  hybrid plug-and-play  Image CS  non-local self-similarity  triply complementary priors  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce
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Adaptive parameter adjustment  Alternating minimization  Group sparse coding  Image restoration  Low-rank regularized group sparse coding  
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  
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:  Zha,Zhiyuan;  Yuan,Xin;  Wen,Bihan;  Zhou,Jiantao;  Zhang,Jiachao;  Zhu,Ce
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Adaptive dictionary  Compressive sensing  GSC  Image restoration  Nuclear norm  Rank minimization  Sparse coding  Weighted ℓp-norm minimization  
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  
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
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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