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Quaternion block sparse representation for signal recovery and classification Journal article
Signal Processing, 2021,Volume: 179
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Wang,Yulong;  Tang,Yuan Yan
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Block sparse representation  Quaternion representation  Signal recovery  
Low-rank quaternion tensor completion for recovering color videos and images Journal article
Pattern Recognition, 2020,Volume: 107
Authors:  Miao,Jifei;  Kou,Kit Ian;  Liu,Wankai
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Color images  Color videos  Low-rank  Quaternion  Tensor completion  
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  
Multichannel interpolation of nonuniform samples with application to image recovery Journal article
Journal of Computational and Applied Mathematics, 2020,Volume: 367
Authors:  Cheng,Dong;  Kou,Kit Ian
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Derivative  Error analysis  FFT  Image recovery  Interpolation  Nonuniform sampling  
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  
Low-Rank Matrix Recovery via Modified Schatten p Norm Minimization with Convergence Guarantees Journal article
IEEE Transactions on Image Processing, 2019,Volume: 29,Page: 3132-3142
Authors:  Zhang,Hengmin;  Qian,Jianjun;  Zhang,Bob;  Yang,Jian;  Gong,Chen;  Wei,Yang
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Convergence Guarantees  Iterative Singular Value Thresholding Algorithm  Kurdyka-łojasiewicz Property  Low-rank Matrix Recovery  Modified Schatten-p Norm  
Generalized compressed sensing with QR-based vision matrix learning for face recognition under natural scenes Journal article
Signal Processing: Image Communication, 2019,Volume: 77,Page: 11-19
Authors:  Ji-xin Liu;  Guang Han;  Ning Sun;  Xiao-fei Li;  Zhi-guo Gong;  Quan-sen Sun
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Face Recognition  Generalized Compressed Sensing  Low Density Parity Check Code Matrix  Qr-based Vision Matrix Learning  
Iterative first-order reverse image filtering Conference paper
ACM International Conference Proceeding Series, Chengdu China, 17 May, 2019- 19 May, 2019
Authors:  Li Dong;  Cuiming Zou;  Jiantao Zhou;  Yulong Wang School of Information Science and E
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Newton-raphson Method  Reverse Image Filtering  
A novel Ca2+ current blocker promotes angiogenesis and cardiac healing after experimental myocardial infarction in mice Journal article
PHARMACOLOGICAL RESEARCH, 2018,Volume: 134,Page: 109-117
Authors:  Cui, Guozhen;  Xin, Qiqi;  Tseng, Hisa Hui Ling;  Hoi, Maggie PuiMan;  Wang, Yan;  Yang, Binrui;  Choi, InLeng;  Wang, Yuqiang;  Yuan, Rong;  Chen, Keji;  Cong, Weihong;  Lee, Simon MingYuen
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Cardioprotection  Angiogenesis  ADTM  Zebrafish  VEGF