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Quaternion block sparse representation for signal recovery and classification Journal article
Signal Processing, 2021,Volume: 179
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Wang,Yulong;  Tang,Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Block sparse representation  Quaternion representation  Signal recovery  
Sparse Supervised Representation-Based Classifier for Uncontrolled and Imbalanced Classification Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2020,Volume: 31,Issue: 8,Page: 2847-2856
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2021/03/11
Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection Journal article
Pattern Recognition, 2019,Volume: 89,Page: 119-133
Authors:  Yuan H.;  Li J.;  Lai L.L.;  Tang Y.Y.
Favorite |  | TC[WOS]:13 TC[Scopus]:13 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier Journal article
IEEE Access, 2019,Volume: 7,Page: 49669-49679
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite |  | TC[WOS]:5 TC[Scopus]:6 | Submit date:2021/03/11
Adaption Model  Classification Algorithm  Multi-view Data  Nearest-subspace Classifier  View Similarity  View-dependent Class Separability  
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 |  | TC[WOS]:8 TC[Scopus]:6 | Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
Content-Adaptive Noise Estimation for Color Images with Cross-Channel Noise Modeling Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 4161-4176
Authors:  Li Dong;  Jiantao Zhou;  Yuan Yan Tang
Favorite |  | TC[WOS]:1 TC[Scopus]:0 | Submit date:2021/03/11
Color Image Noise Modeling  Noise Estimation  Weakly Textured Patch  
A Framework of Adaptive Multiscale Wavelet Decomposition for Signals on Undirected Graphs Journal article
IEEE Transactions on Signal Processing, 2019,Volume: 67,Issue: 7,Page: 1696-1711
Authors:  Xianwei Zheng;  Yuan Yan Tang;  Jiantao Zhou
Favorite |  | TC[WOS]:3 TC[Scopus]:28 | Submit date:2021/03/11
Adaptive Multiscale Decomposition  Downsampling Unbalance  Graph Signal  Graph Signal Shannon Entropy  Maximum Spanning Tree (Mst)  
Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2019,Volume: 16,Issue: 2,Page: 241-245
Authors:  Qin A.;  Shang Z.;  Tian J.;  Wang Y.;  Zhang T.;  Tang Y.Y.
Favorite |  | TC[WOS]:26 TC[Scopus]:30 | Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning  
From grayscale to color: Quaternion linear regression for color face recognition Journal article
IEEE Access, 2019,Volume: 7,Page: 154131-154140
Authors:  Zou,Cuiming;  Kou,Kit Ian;  Dong,Li;  Zheng,Xianwei;  Tang,Yuan Yan
Favorite |  | TC[WOS]:2 TC[Scopus]:5 | Submit date:2021/03/11
color image  face recognition  linear regression  Quaternion representation  
Mellin polar coordinate moment and its affine invariance Journal article
PATTERN RECOGNITION, 2019,Volume: 85,Page: 37-49
Authors:  Yang, Jianwei;  Zhang, Liang;  Tang, Yuan Yan
Favorite |  | TC[WOS]:10 TC[Scopus]:9 | Submit date:2019/01/17
Mellin polar coordinate moment  Mellin transform  Repeated integral  Affine moment invariants  Affine transform