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Siamese Network for RGB-D Salient Object Detection and beyond Journal article
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022,Volume: 44,Issue: 9,Page: 5541-5559
Authors:  Fu, Keren;  Fan, Deng Ping;  Ji, Ge Peng;  Zhao, Qijun;  Shen, Jianbing;  Zhu, Ce
Favorite |  | TC[WOS]:26 TC[Scopus]:15 | Submit date:2022/09/13
RGB-D semantic segmentation  RGB-D SOD  saliency detection  salient object detection  Siamese network  
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
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]:0 | Submit date:2022/08/05
Deep Prior  Hybrid Plug And Play  Nonlocal Self-similarity  Optimization  Poisson Denoising  
A Hybrid Structural Sparsication Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Zhiyuan Zha;  Bihan Wen;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Alex Chichung Kot
Adobe PDF | Favorite |  | TC[WOS]:12 TC[Scopus]:13 | Submit date:2022/07/07
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]:8 TC[Scopus]:6 | 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]:14 TC[Scopus]:14 | Submit date:2022/05/13
adaptive parameter adjustment  alternating minimization  Group sparse coding  image restoration  low-rank regularized group sparse coding  
A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2021
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce;  Kot, Alex Chichung
Favorite |  | TC[WOS]:12 TC[Scopus]:13 | 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  
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]:10 | Submit date:2021/03/11
Deep Prior  Hybrid Plug-and-play  Image Cs  Non-local Self-similarity  Triply Complementary Priors