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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  
QTN: Quaternion Transformer Network for Hyperspectral Image Classification Journal article
Yang,Xiaofei, Cao,Weijia, Lu,Yao, Zhou,Yicong. QTN: Quaternion Transformer Network for Hyperspectral Image Classification[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2023, 33(12), 7370-7384.
Authors:  Yang,Xiaofei;  Cao,Weijia;  Lu,Yao;  Zhou,Yicong
Favorite | TC[WOS]:9 TC[Scopus]:14  IF:8.3/7.1 | Submit date：2023/08/03
Convolution  Convolution Neural Network  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Image Classification  Quaternion Transformer Network (Qtn)  Quaternions  Task Analysis  Transformer Network  Transformers  
Quaternion Scalar and Vector Norm Decomposition: Quaternion PCA for Color Face Recognition Journal article
Wankai Liu, Kit Ian Kou, Jifei Miao, Zhenfeng Cai. Quaternion Scalar and Vector Norm Decomposition: Quaternion PCA for Color Face Recognition[J]. IEEE Transactions on Image Processing, 2022, 32, 446-457.
Authors:  Wankai Liu;  Kit Ian Kou;  Jifei Miao;  Zhenfeng Cai
Favorite | TC[WOS]:8 TC[Scopus]:8  IF:10.8/12.1 | Submit date：2023/03/18
Color Face Recognition  Principal Component Analysis  Quaternion Scalar And Vector Norm Decomposition  Regularization  
Quaternion Singular Spectrum Analysis of Pupillary Dynamics for Health Monitoring Conference paper
Pan SH(潘少恆), Kevin,Hung, Man-Tat,Man, Kwok-Tai,Chui, Hung-Kay,Chow, Wing-Kuen,Ling. Quaternion Singular Spectrum Analysis of Pupillary Dynamics for Health Monitoring[C], 2022.
Authors:  Pan SH(潘少恆);  Kevin,Hung;  Man-Tat,Man;  Kwok-Tai,Chui;  Hung-Kay,Chow; et al.
Adobe PDF | Favorite | TC[Scopus]:0 | Submit date：2023/08/29
Quaternion Singular Spectrum Analysis  Multichannel Signal Processing  Pupillary Dynamics  Health Monitoring  Mobile Health  
Color image processing associated with Quaternion analysis Presentation
报告日期: 2022-06-30
Authors:  Kit Ian Kou
Favorite |  | Submit date：2022/08/30
Quaternion Analysis  
Two-dimensional Quaternion PCA and Sparse PCA Journal article
Xiaolin Xiao, Yicong Zhou. Two-dimensional Quaternion PCA and Sparse PCA[J]. IEEE Transactions on Neural Networks and Learning Systems, 2019, 30(7), 2028 - 2042.
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite | TC[WOS]:50 TC[Scopus]:60  IF:10.2/10.4 | Submit date：2019/03/26
2d-principle Component Analysis (2d-pca)  2d-quaternion Pca (2d-qPca)  2d-quaternion Sparse Pca (2d-qsPca)  Color Face Recognition  Feature Extraction  Partial Occlusions  Qpca  
Quaternion-based multiscale analysis for feature extraction of hyperspectral images Journal article
Li, Huizhen, Li, Hong, Zhang, Liming. Quaternion-based multiscale analysis for feature extraction of hyperspectral images[J]. IEEE Transactions on Signal Processing, 2019, 67(6), 1418-1430.
Authors:  Li, Huizhen;  Li, Hong;  Zhang, Liming
Favorite | TC[WOS]:24 TC[Scopus]:25  IF:4.6/5.2 | Submit date：2019/04/04
Feature Extraction  Multiscale Feature Histograms  Principal Component Analysis (Pca)  Quaternion Weber Local Descriptor (Qwld)  
Uncertainty principles associated with quaternionic linear canonical transforms Journal article
Kou K.I., Ou J., Morais J.. Uncertainty principles associated with quaternionic linear canonical transforms[J]. Mathematical Methods in the Applied Sciences, 2016, 39(10), 2722-2736.
Authors:  Kou K.I.;  Ou J.;  Morais J.
Favorite | TC[WOS]:30 TC[Scopus]:36 | Submit date：2019/02/13
Gaussian Quaternionic Signal  Hypercomplex Functions  Quantum Mechanics  Quaternion Analysis  Quaternionic Fourier Transform  Quaternionic Linear Canonical Transform  Uncertainly Principle  
Asymptotic Behaviour of the Quaternion Linear Canonical Tlansform and the Bochner-Minlos Theorem Journal article
Kou, K. I., Morais, J.. Asymptotic Behaviour of the Quaternion Linear Canonical Tlansform and the Bochner-Minlos Theorem[J]. Applied Mathematics and Computation, 2014, 675-688.
Authors:  Kou, K. I.;  Morais, J.
Favorite |   IF:3.5/3.1 | Submit date：2022/08/24
Quaternionic analysis  Quaternion linear canonical transform  Asymptotic behaviour  Positive definitely measure  Bochner–Minlos theorem  
Asymptotic behaviour of the quaternion linear canonical transform and the Bochner-Minlos theorem Journal article
Kou K.I., Morais J.. Asymptotic behaviour of the quaternion linear canonical transform and the Bochner-Minlos theorem[J]. Applied Mathematics and Computation, 2014, 247, 675-688.
Authors:  Kou K.I.;  Morais J.
Favorite | TC[WOS]:51 TC[Scopus]:61 | Submit date：2019/02/13
Asymptotic Behaviour  Bochner-minlos Theorem  Positive Definitely Measure  Quaternion Linear Canonical Transform  Quaternionic Analysis