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Adaptive Deep Cascade Broad Learning System and Its Application in Image Denoising Journal article
IEEE Transactions on Cybernetics, 2021,Volume: 51,Issue: 9,Page: 4450-4463
Authors:  Ye, Hailiang;  Li, Hong;  Philip Chen, C. L.
Favorite |  | TC[WOS]:5 TC[Scopus]:4 | Submit date:2021/12/08
Broad learning system (BLS)  deep neural networks  hyperspectral image (HSI)  image denoising  stability  
Denoising in the Dark: Privacy-Preserving Deep Neural Network-Based Image Denoising Journal article
IEEE Transactions on Dependable and Secure Computing, 2021,Volume: 18,Issue: 3,Page: 1261-1275
Authors:  Zheng, Yifeng;  Duan, Huayi;  Tang, Xiaoting;  Wang, Cong;  Zhou, Jiantao
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/12/07
cloud computing  deep neural networks  Image denoising  privacy preservation  
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]:1 | Submit date:2021/03/11
Convolutional Neural Network  Gradient Regularization  Low Rank Approximation  Mixed Noise Removal  Nonlocal Self-similarity  
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:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Ce Zhu
Favorite |  | TC[WOS]:15 TC[Scopus]:14 | Submit date:2021/03/11
Group Sparse Representation  Group Sparsity Residual Constraint  Image Restoration  Nonlocal Self-similarity  
Hyperspectral image denoising by total variation-regularized bilinear factorization Journal article
Signal Processing, 2020,Volume: 174
Authors:  Chen, Yongyong;  Li, Jiaxue;  Zhou, Yicong
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/12/06
Bilinear Factorization  Denoising  Hyperspectral Image  Total Variation  
Image Restoration via Simultaneous Nonlocal Self-Similarity Priors Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 8561-8576
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
Favorite |  | TC[WOS]:22 TC[Scopus]:24 | Submit date:2021/03/11
Image Restoration  Structural Sparse Representation  Simultaneous Nonlocal Self-similarity  Gaussian Mixture Model  Adaptive Parameter Adjusting  
Zero-shot restoration of underexposed images via robust retinex decomposition Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo, London, UK, 6-10 July 2020
Authors:  Zhu, Anqi;  Zhang, Lin;  Shen, Ying;  Ma, Yong;  Zhao, Shengjie;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:6 | Submit date:2021/12/06
Retinex Decomposition  Underexposed Image Restoration  Zero-shot Learning  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:8 | Submit date:2021/03/11
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
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/11
Gaussian Pyramid  Generative Model  Image Denoising  Real-world Noisy Images  
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3254-3269
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
Favorite |  | TC[WOS]:20 TC[Scopus]:18 | Submit date:2021/03/11
Low-rank  Rank Residual Constraint  Nuclear Norm Minimization  Nonlocal Self-similarity  Group-based Sparse Representation  Image Restoration