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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]:17 TC[Scopus]:18 | 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  
FSAD-Net: Feedback Spatial Attention Dehazing Network Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2022
Authors:  Zhou, Yu;  Chen, Zhihua;  Li, Ping;  Song, Haitao;  Chen, C. L.P.;  Sheng, Bin
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date：2022/05/17
Atmospheric Modeling  Correlation  Dehazing Network  Feature Extraction  Image Color Analysis  Image Dehazing  Image Restoration  Indexes  Recurrent Structure  Scattering  Spatial Attention Mechanism.  
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]:6 TC[Scopus]:8 | 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  
Multi-stage Curvature-guided Network for Progressive Single Image Reflection Removal Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2022,Volume: 32,Issue: 10,Page: 6515-6529
Authors:  Song, Binbin;  Zhou, Jiantao;  Wu, Haiwei
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date：2022/05/17
Curvature Guidance  Decoding  Feature Extraction  Image Restoration  Multi-stage Network  Network Architecture  Non-local Attention  Semantics  Single Image Reflection Removal  Training  Training Data  
Impulse Noise Image Restoration Using Nonconvex Variational Model and Difference of Convex Functions Algorithm Journal article
IEEE Transactions on Cybernetics, 2022
Authors:  Zhang, Benxin;  Zhu, Guopu;  Zhu, Zhibin;  Zhang, Hongli;  Zhou, Yicong;  Kwong, Sam
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2023/01/30
Convex functions  Data models  Difference of convex functions algorithm (DCA)  Electronic mail  Image edge detection  image restoration  Image restoration  impulse noise  Mathematical models  nonconvex optimization model  TV  
FVSR-Net: an end-to-end Finger Vein Image Scattering Removal Network Journal article
Multimedia Tools and Applications, 2021,Volume: 80,Issue: 7,Page: 10705-10722
Authors:  Du,Shanshan;  Yang,Jinfeng;  Zhang,Haigang;  Zhang,Bob;  Su,Zhigang
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date：2021/03/11
Convolutional Neural Networks  Finger Vein Recognition  Image Restoration  Scattering Removal  
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]:15 TC[Scopus]:14 | Submit date：2022/05/13
Deep Models  Hybrid Plug-and-play  Image Restoration  Low-rank  Nonlocal Self-similarity  Triply Complementary Priors  
Insights into Algorithms for Separable Nonlinear Least Squares Problems Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 1207-1218
Authors:  Chen, Guang Yong;  Gan, Min;  Wang, Shuqiang;  Chen, C. L.Philip
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date：2022/05/13
bundle adjustment  image restoration  parameter estimation  RBF-AR model  separable nonlinear least-squares problem  Variable projection  
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]:23 TC[Scopus]:24 | Submit date：2022/05/13
adaptive parameter adjustment  alternating minimization  Group sparse coding  image restoration  low-rank regularized group sparse coding  
Parameter Space Reduction Based L2-norm Noise Constrained Estimation for Image Restoration Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020, Guangzhou, China, 13-15 Nov. 2020
Authors:  Guan, Yu;  Gan, Min;  Chen, Guang Yong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/12/06
Gradient Projection (Gp)  Image Restoration  L2-norm Noise Constrained Estimation  Variable Projection (Vp)