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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]:9 TC[Scopus]:13 | Submit date:2021/03/11
Data Driven  Face Recognition  Imbalanced Classification  Spare Supervised Representation-based Classifier (Ssrc)  Sparse Representation-based Classification (Src)  
Robust subspace clustering with independent and piecewise identically distributed noise modeling Conference paper
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Long Beach, CA, USA, 15-20 June 2019
Authors:  Yuanman Li;  Jiantao Zhou;  Xianwei Zheng;  Jinyu Tian;  Yuan Yan Tang
Favorite |  | TC[WOS]:7 TC[Scopus]:8 | Submit date:2021/03/11
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]:16 TC[Scopus]:17 | 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]:9 TC[Scopus]:8 | 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]:2 TC[Scopus]:2 | 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]:31 | 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]:39 TC[Scopus]:42 | Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning  
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]:10 | Submit date:2019/01/17
Mellin polar coordinate moment  Mellin transform  Repeated integral  Affine moment invariants  Affine transform