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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
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Convolutional Neural Networks  Finger Vein Recognition  Image Restoration  Scattering Removal  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis  
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
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Deep Prior  Hybrid Plug-and-play  Image Cs  Non-local Self-similarity  Triply Complementary Priors  
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
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Group Sparse Representation  Group Sparsity Residual Constraint  Image Restoration  Nonlocal Self-similarity  
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
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Image Restoration  Structural Sparse Representation  Simultaneous Nonlocal Self-similarity  Gaussian Mixture Model  Adaptive Parameter Adjusting  
Image Restoration Using Joint Patch-Group-Based Sparse Representation Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 7735-7750
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiachao Zhang;  Jiantao Zhou;  Ce Zhu
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Sparse Representation  Jpg-sr  Nonlocal Self-similarity  Image Restoration  Admm  
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
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Adaptive Parameter Adjustment  Alternating Minimization  Group Sparse Coding  Image Restoration  Low-rank Regularized Group Sparse Coding  
A Hybrid Structural Sparse Error Model for Image Deblocking Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Barcelona, Spain, 4-8 May 2020
Authors:  Zhiyuan Zha;  Xin Yuan;  Jiantao Zhou;  Ce Zhu;  Bihan Wen
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Hybrid Structural Sparse Error  Image Deblocking  Nonlocal Self-similarity  Structural Sparse Representation  
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization Journal article
IEEE Transactions on Image Processing, 2020,Volume: 29,Page: 5094-5109
Authors:  Zhiyuan Zha;  Xin Yuan;  Bihan Wen;  Jiantao Zhou;  Jiachao Zhang;  Ce Zhu
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Sparse Coding  Gsc  Rank Minimization  Adaptive Dictionary  Weighted ℓp-norm Minimization  Image Restoration  Compressive Sensing  Nuclear Norm  
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
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Low-rank  Rank Residual Constraint  Nuclear Norm Minimization  Nonlocal Self-similarity  Group-based Sparse Representation  Image Restoration