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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  
L2,1-norm regularized quaternion matrix completion using sparse representation and approximate QSVD Journal article
Han, Juan, Kou, Kit Ian, Miao, Jifei, Liu, Lizhi, Li, Haojiang. L2,1-norm regularized quaternion matrix completion using sparse representation and approximate QSVD[J]. Neurocomputing, 2025, 615, 128823.
Authors:  Han, Juan;  Kou, Kit Ian;  Miao, Jifei;  Liu, Lizhi;  Li, Haojiang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2025/01/22
Iteratively Reweighted Quaternion L2,1-norm  Low Rank  Quaternion Matrix Completion  Quaternion Qatar Riyal (Qr) Decomposition  Sparse Regularization  
A Heterogeneous Graph Convolution Based Method for Short-Term OD Flow Completion and Prediction in a Metro System Journal article
Ye, Jiexia, Zhao, Juanjuan, Zheng, Furong, Xu, Chengzhong. A Heterogeneous Graph Convolution Based Method for Short-Term OD Flow Completion and Prediction in a Metro System[J]. IEEE Transactions on Intelligent Transportation Systems, 2024, 25(11), 15614-15627.
Authors:  Ye, Jiexia;  Zhao, Juanjuan;  Zheng, Furong;  Xu, Chengzhong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.9/8.3 | Submit date：2024/12/05
Origin-destination Matrix Prediction  Data Completion  Metro  Spatiotemporal  Heterogeneous Graph  
Quaternion optimized model with sparseness for color image recovery Journal article
Liqiao Yang, Yang Liu, Kit Ian Kou. Quaternion optimized model with sparseness for color image recovery[J]. Digital Signal Processing, 2024, 156.
Authors:  Liqiao Yang;  Yang Liu;  Kit Ian Kou
Adobe PDF | Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.9/2.9 | Submit date：2024/09/27
Image Completion  Low Rank  Quaternion Discrete Cosine Transform  Quaternion Matrix  Sparsity  Truncated Nuclear Norm  
Quaternion matrix completion using untrained quaternion convolutional neural network for color image inpainting Journal article
Miao, Jifei, Kou, Kit Ian, Yang, Ying, Yang, Liqiao, Han, Juan. Quaternion matrix completion using untrained quaternion convolutional neural network for color image inpainting[J]. Signal Processing, 2024, 221, 109504.
Authors:  Miao, Jifei;  Kou, Kit Ian;  Yang, Ying;  Yang, Liqiao;  Han, Juan
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:3.4/3.8 | Submit date：2024/05/16
Color Image Inpainting  Quaternion Convolutional Neural Network (Qcnn)  Quaternion Matrix Completion  
Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis Journal article
Zhang, Hengmin, Wen, Bihan, Zha, Zhiyuan, Zhang, Bob, Tang, Yang, Yu, Guo, Du, Wenli. Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 34(4), 2304-2317.
Authors:  Zhang, Hengmin;  Wen, Bihan;  Zha, Zhiyuan;  Zhang, Bob;  Tang, Yang; et al.
Favorite | TC[WOS]:8 TC[Scopus]:6  IF:8.3/7.1 | Submit date：2024/02/23
Nonconvex Rank Relaxations  Matrix Volume  Proximal Alternating Linearized Minimization  Robust Matrix Completion  Low-rank Representation  
Efficient low-rank quaternion matrix completion under the learnable transforms for color image recovery Journal article
Wu, Pengling, Kou, Kit Ian, Miao, Jifei. Efficient low-rank quaternion matrix completion under the learnable transforms for color image recovery[J]. Applied Mathematics Letters, 2024, 148, 108880.
Authors:  Wu, Pengling;  Kou, Kit Ian;  Miao, Jifei
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:2.9/2.6 | Submit date：2024/02/22
Alternating Direction Method Of Multipliers  Color Image Recovery  Low-rank Quaternion Matrix Completion  Semi-orthogonal Transform  Weighted Schatten P-norm  
Subspace-based minority oversampling for imbalance classification Journal article
Li, Tianjun, Wang, Yingxu, Liu, Licheng, Chen, Long, Chen, C. L.Philip. Subspace-based minority oversampling for imbalance classification[J]. Information Sciences, 2023, 621, 371-388.
Authors:  Li, Tianjun;  Wang, Yingxu;  Liu, Licheng;  Chen, Long;  Chen, C. L.Philip
Favorite | TC[WOS]:20 TC[Scopus]:22  IF:0/0 | Submit date：2023/05/02
Class Imbalance  Low-rank Representation  Matrix Completion  Minority Over-sampling  
Quaternion-based color image completion via logarithmic approximation Journal article
Yang, Liqiao, Miao, Jifei, Kou, Kit Ian. Quaternion-based color image completion via logarithmic approximation[J]. Information Sciences, 2022, 588, 82-105.
Authors:  Yang, Liqiao;  Miao, Jifei;  Kou, Kit Ian
Favorite | TC[WOS]:24 TC[Scopus]:26  IF:0/0 | Submit date：2022/05/04
Image Completion  Low Rank  Quaternion Matrix  Logarithmic Norm  
Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm Journal article
Miao, Jifei, Kou, Kit Ian. Color Image Recovery Using Low-Rank Quaternion Matrix Completion Algorithm[J]. IEEE Transactions on Image Processing, 2021, 31, 190-201.
Authors:  Miao, Jifei;  Kou, Kit Ian
Favorite | TC[WOS]:40 TC[Scopus]:42  IF:10.8/12.1 | Submit date：2022/05/17
Color Image Recovery  Low-rank Decomposition  Matrix Completion  Quaternion