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SMDS-Net: Model Guided Spectral-Spatial Network for Hyperspectral Image Denoising Journal article
IEEE Transactions on Image Processing, 2022,Page: 5469-5483
Authors:  Fengchao Xiong;  Jun Zhou;  Shuyin Tao;  Jianfeng Lu;  Jiantao Zhou;  Yuntao Qian
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/20
Hyperspectral Image Denoising  Model-based Neural Network  Low-rank Representation  Multidimensional Sparse Representation  
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  
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]:19 TC[Scopus]:16 | Submit date:2021/12/08
Broad Learning System (Bls)  Deep Neural Networks  Hyperspectral Image (Hsi)  Image Denoising  Stability  
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]:6 TC[Scopus]:8 | Submit date:2021/12/06
Bilinear Factorization  Denoising  Hyperspectral Image  Total Variation  
A Comparative Study for the Nuclear Norms Minimization Methods Conference paper
Proceedings - International Conference on Image Processing, ICIP, Taipei, Taiwan, 22-25 Sept. 2019
Authors:  Zhiyuan Zha;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
Adobe PDF | Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/11
Low-rank Matrix Approximation  Nnm  Wnnm  Gsr  Image Denoising  
A Review of Compressive Sensing in Information Security Field Journal article
IEEE Access, 2016,Volume: 4,Page: 2507 - 2519
Authors:  YUSHU ZHANG;  LEO YU ZHANG;  JIANTAO ZHOU;  LICHENG LIU;  FEI CHEN;  XING HE
Adobe PDF | Favorite |  | TC[WOS]:131 TC[Scopus]:144 | Submit date:2019/04/16
Compressive Sensing  Theoretical Security  Application Security  Image Cipher  Chaos  Optics  
L2 restoration of l∞-decoded images via soft-decision estimation Journal article
IEEE Transactions on Image Processing, 2012,Volume: 21,Issue: 12,Page: 4797-4807
Authors:  Zhou J.;  Wu X.;  Zhang L.
Adobe PDF | Favorite |  | TC[WOS]:10 TC[Scopus]:10 | Submit date:2018/12/22
Context Modeling  Image Restoration Markov Random Field  Mrf  Near-lossless Image Coding