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A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022,Volume: 33,Issue: 9,Page: 4451-4465
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Favorite |  | TC[WOS]:14 TC[Scopus]:15 | Submit date:2022/05/13
Analytical Models  Data Models  Dictionaries  Hybrid Structural Sparsification Error (Hsse)  Image Denoising  Image Restoration  Image Restoration  Minimization  Nonlocal Self-similarity (Nss)  Structural Sparse Representation (Ssr).  Transforms  
Simultaneous Nonlocal Low-Rank And Deep Priors For Poisson Denoising Conference paper
Singapore, Singapore, 23-27 May 2022
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/07
IID-Net: Image Inpainting Detection Network via Neural Architecture Search and Attention Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 3,Page: 1172-1185
Authors:  Wu, Haiwei;  Zhou, Jiantao
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2022/03/28
Deep Neural Networks  Generalizability  Inpainting Forensics  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Adobe PDF | Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2022/05/17
Adaptation Models  Adaptively Adjusted Parameter  Alternating Minimization  Dictionaries  Image Denoising  Image Reconstruction  Image Restoration  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Minimization  Nonlocal Self-similarity (Nss).  Task Analysis  
SIMULTANEOUS NONLOCAL LOW-RANK AND DEEP PRIORS FOR POISSON DENOISING Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Singapore, Singapore, 23-27 May 2022
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2022/08/05
Deep Prior  Hybrid Plug And Play  Nonlocal Self-similarity  Optimization  Poisson Denoising  
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]:2 TC[Scopus]:2 | Submit date:2021/03/11
Convolutional Neural Network  Gradient Regularization  Low Rank Approximation  Mixed Noise Removal  Nonlocal Self-similarity  
LOW-RANK REGULARIZED JOINT SPARSITY FOR IMAGE DENOISING Conference paper
Proceedings - International Conference on Image Processing, ICIP, Anchorage, AK, USA, 19-22 September 2021
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Adaptive Parameter  Alternating Minimization  Image Denoising  Low-rank Regularized Joint Sparsity  Nonlocal Sparse Representation  
Triply Complementary Priors for Image Restoration Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 5819-5834
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Joey Tianyi;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:11 TC[Scopus]:10 | Submit date:2022/05/13
Deep Models  Hybrid Plug-and-play  Image Restoration  Low-rank  Nonlocal Self-similarity  Triply Complementary Priors  
Image Restoration via Reconciliation of Group Sparsity and Low-Rank Models Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 5223-5238
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce
Favorite |  | TC[WOS]:19 TC[Scopus]:19 | Submit date:2022/05/13
adaptive parameter adjustment  alternating minimization  Group sparse coding  image restoration  low-rank regularized group sparse coding  
The Power of Triply Complementary Priors for Image Compressive Sensing Conference paper
Proceedings - International Conference on Image Processing, ICIP, Abu Dhabi, United Arab Emirates, 25-28 Oct. 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Joey Tianyi Zhou;  Jiantao Zhou;  Bihan Wen;  Ce Zhu
Adobe PDF | Favorite |  | TC[WOS]:0 TC[Scopus]:12 | Submit date:2021/03/11
Deep Prior  Hybrid Plug-and-play  Image Cs  Non-local Self-similarity  Triply Complementary Priors