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Block sparse representation for pattern classification: Theory, extensions and applications Journal article
Pattern Recognition, 2019,Volume: 88,Page: 198-209
Authors:  Wang Y.;  Tang Y.Y.;  Li L.;  Zheng X.
Favorite  |  View/Download:10/0  |  Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:6/0  |  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 Sparse Discriminant Analysis for Color Face Recognition Conference paper
2018 IEEE International Conference on Multimedia and Expo (ICME), San Diego, CA, USA, 23-27 July 2018
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:0/0  |  Submit date:2019/03/26
Qsda  Feature Extraction  Color Face Recognition  Partial Occlusion  
Two-Dimensional Quaternion Sparse Principal Component Analysis Conference paper
2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Canada, 15-20 April 2018
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:3/0  |  Submit date:2019/03/26
2dpca  Quaternion  Sparse  Color Face Recognition  
A Weighted K-SVD-Based Double Sparse Representations Approach for Wireless Channels Using the Modified Takenaka-Malmquist Basis Journal article
IEEE Access, 2018,Volume: 6,Page: 54331-54342
Authors:  Lei Y.;  Fang Y.;  Zhang L.
Favorite  |  View/Download:1/0  |  Submit date:2019/04/04
parallel update  public weighted modified Takenaka-Malmquist basis  sparse representations  Training method  weighted K-SVD  wireless channels  
Two-dimensional quaternion sparse principle component analysis Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Xiao X.;  Zhou Y.
Favorite  |  View/Download:5/0  |  Submit date:2018/12/21
2DPCA  Color face recognition  Quaternion  Sparse  
Discrete-time distributed Kalman filter design for formations of autonomous vehicles Journal article
CONTROL ENGINEERING PRACTICE, 2018,Volume: 75,Page: 55-68
Authors:  Viegas, Daniel;  Batista, Pedro;  Oliveira, Paulo;  Silvestre, Carlos
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Distributed estimation  Kalman filtering  Multi-vehicle systems  Autonomous underwater vehicles  State observer design  
TWO-DIMENSIONAL QUATERNION SPARSE PRINCIPLE COMPONENT ANALYSIS Conference paper
Authors:  Xiao, Xiaolin;  Zhou, Yicong;  IEEE
Favorite  |  View/Download:2/0  |  Submit date:2018/10/30
2DPCA  quaternion  sparse  color face recognition  
Kernel-based sparse regression with the correntropy-induced loss Journal article
APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2018,Volume: 44,Issue: 1,Page: 144-164
Authors:  Chen, Hong;  Wang, Yulong
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Learning theory  Kernel-based regression  Correntropy-induced loss  Sparsity  Learning rate  
Robust constrained concept factorization Book
2018
Authors:  Yan W.;  Zhang B.
Favorite  |  View/Download:0/0  |  Submit date:2019/04/04
Clustering  Concept factorization  Dimensionality reduction