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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
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Convolutional neural network  Gradient regularization  Low rank approximation  Mixed noise removal  Nonlocal self-similarity  
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  
Gaussian Pyramid of Conditional Generative Adversarial Network for Real-World Noisy Image Denoising Journal article
Neural Processing Letters, 2020,Volume: 51,Issue: 3,Page: 2669-2684
Authors:  Ma,Ruijun;  Zhang,Bob;  Hu,Haifeng
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Gaussian pyramid  Generative model  Image denoising  Real-world noisy images  
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  
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  
Tensor Decomposition for Poisson Image Denoising Conference paper
2019 International Conference on Fuzzy Theory and Its Applications, iFUZZY 2019
Authors:  Wei,Huiqin;  Chen,Long;  Xu,Lili
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Anscombe transformation  image denoising  low-rank tensor  Poisson noise  
Generative adversarial network for denoising in dual gated myocardial perfusion SPECT using a population of phantoms and clinical data Conference paper
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
Authors:  Sun,Jingzhang;  Zhang,Qi;  Zhang,Duo;  Pretorius,P. Hendrik;  King,Michael A.;  Mok,Greta S.P.
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Denoising  Dual gating  Generative adversarial network  SPECT  
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
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gaussian mixture model  Image denoising  low-rank  simultaneous nonlocal self-similarity