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Improved quaternion robust principal component analysis for color image recovery Journal article
Zou, Cuiming, Kou, Kit Ian, Hu, Yutao, Wu, Yaqi, Tang, Yuan Yan. Improved quaternion robust principal component analysis for color image recovery[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2024, 22(4), 2350067.
Authors:  Zou, Cuiming;  Kou, Kit Ian;  Hu, Yutao;  Wu, Yaqi;  Tang, Yuan Yan
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.9/1.1 | Submit date：2024/08/05
Improved Quaternion Cauchy Nuclear Norm  Robust Principal Component Analysis  
Adaptive reweighted quaternion sparse learning for data recovery and classification Journal article
Zou,Cuiming, Kou,Kit Ian, Tang,Yuan Yan, Deng,Hao. Adaptive reweighted quaternion sparse learning for data recovery and classification[J]. Pattern Recognition, 2023, 142, 109653.
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Tang,Yuan Yan;  Deng,Hao
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/08/03
Quaternion Sparse Representation  Supervised Learning  Weight Learning  
Probabilistic quaternion collaborative representation and its application to robust color face identification Journal article
Zou,Cuiming, Kou,Kit Ian, Tang,Yuan Yan. Probabilistic quaternion collaborative representation and its application to robust color face identification[J]. Signal Processing, 2023, 210, 109097.
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Tang,Yuan Yan
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.8 | Submit date：2023/08/03
Collaborative Representation  Half-quadratic Theory  Quaternion Huber Estimator  Quaternion Representation  
Generalized and Discriminative Collaborative Representation for Multiclass Classification Journal article
Wang, Yulong, Tan, Yap Peng, Tang, Yuan Yan, Chen, Hong, Zou, Cuiming, Li, Luoqing. Generalized and Discriminative Collaborative Representation for Multiclass Classification[J]. IEEE Transactions on Cybernetics, 2022, 52(5), 2675-2686.
Authors:  Wang, Yulong;  Tan, Yap Peng;  Tang, Yuan Yan;  Chen, Hong;  Zou, Cuiming; et al.
Favorite | TC[WOS]:13 TC[Scopus]:13  IF:9.4/10.3 | Submit date：2022/08/02
Classification  Collaborative Representation  Regularization  Subspace  
Discrete uncertainty principle in quaternion setting and application in signal reconstruction Journal article
Yan Yang, Kit Ian Kou, Cuiming Zou. Discrete uncertainty principle in quaternion setting and application in signal reconstruction[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2021, 19(5).
Authors:  Yan Yang;  Kit Ian Kou;  Cuiming Zou
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:0.9/1.1 | Submit date：2021/12/08
Discrete Uncertainty Principle  Quaternion Fourier Transform  Signal Reconstruction  
Multi-windowed vertex-frequency analysis for signals on undirected graphs Journal article
Zheng, Xianwei, Zou, Cuiming, Dong, Li, Zhou, Jiantao. Multi-windowed vertex-frequency analysis for signals on undirected graphs[J]. Computer Communications, 2021, 172, 35-44.
Authors:  Zheng, Xianwei;  Zou, Cuiming;  Dong, Li;  Zhou, Jiantao
Adobe PDF | Favorite | TC[WOS]:1 TC[Scopus]:2  IF:4.5/4.2 | Submit date：2021/12/07
Graph Signal  Tight Frames  Vertex Frequency Analysis  Windowed Graph Fourier Transform  
Robust Sparse Representation in Quaternion Space Journal article
Wang, Yulong, Kou, Kit Ian, Zou, Cuiming, Tang, Yuan Yan. Robust Sparse Representation in Quaternion Space[J]. IEEE Transactions on Image Processing, 2021, 30, 3637-3649.
Authors:  Wang, Yulong;  Kou, Kit Ian;  Zou, Cuiming;  Tang, Yuan Yan
Favorite | TC[WOS]:17 TC[Scopus]:20  IF:10.8/12.1 | Submit date：2022/05/13
Color Image Processing  Quaternion  Quaternion Welsch Estimator  Signal Recovery  
Quaternion block sparse representation for signal recovery and classification Journal article
Zou,Cuiming, Kou,Kit Ian, Wang,Yulong, Tang,Yuan Yan. Quaternion block sparse representation for signal recovery and classification[J]. Signal Processing, 2021, 179.
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Wang,Yulong;  Tang,Yuan Yan
Favorite | TC[WOS]:13 TC[Scopus]:15  IF:3.4/3.8 | Submit date：2021/03/11
Block Sparse Representation  Quaternion Representation  Signal Recovery  
Plancherel Theorems of Quaternion Hilbert Transforms Associated with Linear Canonical Transforms Journal article
Kou,Kit Ian, Liu,Ming Sheng, Zou,Cuiming. Plancherel Theorems of Quaternion Hilbert Transforms Associated with Linear Canonical Transforms[J]. Advances in Applied Clifford Algebras, 2020, 30(1).
Authors:  Kou,Kit Ian;  Liu,Ming Sheng;  Zou,Cuiming
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:1.1/1.1 | Submit date：2021/03/11
Quaternion Fourier Transform  Quaternion Linear Canonical Transform  Hilbert Transform  Quaternion Hilbert Transform  Analytic Signal  Instantaneous Amplitude  
Modal regression based greedy algorithm for robust sparse signal recovery, clustering and classification Journal article
Wang, Yulong, Tang, Yuan Yan, Zou, Cuiming, Li, Luoqing, Chen, Hong. Modal regression based greedy algorithm for robust sparse signal recovery, clustering and classification[J]. Neurocomputing, 2020, 372, 73-83.
Authors:  Wang, Yulong;  Tang, Yuan Yan;  Zou, Cuiming;  Li, Luoqing;  Chen, Hong
Favorite | TC[WOS]:11 TC[Scopus]:12  IF:5.5/5.5 | Submit date：2021/12/03
Greedy Algorithm  Modal Regression  Sparse Representation