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Low-rank quaternion matrix completion based on approximate quaternion SVD and sparse regularizer Journal article
Han, Juan, Yang, Liqiao, Kou, Kit Ian, Miao, Jifei, Liu, Lizhi. Low-rank quaternion matrix completion based on approximate quaternion SVD and sparse regularizer[J]. Applied Mathematics and Computation, 2025, 491, 129230.
Authors:  Han, Juan;  Yang, Liqiao;  Kou, Kit Ian;  Miao, Jifei;  Liu, Lizhi
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.5/3.1 | Submit date：2025/01/22
Image Completion  Low Rank  Quaternion Matrix  Quaternion Qr Decomposition  Sparse Representation  
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  
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]:15 TC[Scopus]:17  IF:3.4/3.8 | Submit date：2021/03/11
Block Sparse Representation  Quaternion Representation  Signal Recovery  
Quaternion Collaborative and Sparse Representation with Application to Color Face Recognition Journal article
Zou C., Kou K.I., Wang Y.. Quaternion Collaborative and Sparse Representation with Application to Color Face Recognition[J]. IEEE Transactions on Image Processing, 2016, 25(7), 3287-3302.
Authors:  Zou C.;  Kou K.I.;  Wang Y.
Favorite | TC[WOS]:132 TC[Scopus]:142 | Submit date：2019/02/13
Color Image  Face Recognition  Quaternion Collaborative Representation  Quaternion Sparse Representation