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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]:6 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)  
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:  Dong,Li;  Zhou,Jiantao;  Tang,Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
color image noise modeling  Noise estimation  weakly textured patch  
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
Authors:  Li,Yuanman;  Zhou,Jiantao;  Zheng,Xianwei;  Tian,Jinyu;  Tang,Yuan Yan
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/11
Computer Vision Theory  Grouping and Shape  Representation Learning  Segmentation  Vision Applications and Systems  
Multi-level Downsampling of Graph Signals via Improved Maximum Spanning Trees Journal article
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2019,Volume: 33,Issue: 3,Page: 1958005
Authors:  Zheng, Xianwei;  Tang, Yuan Yan;  Zhou, Jiantao;  Pan, Jianjia;  Yang, Shouzhi;  Li, Youfa;  Wang, Patrick S. P.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2019/04/16
Graph Signals  Maximum Spanning Tree  Graph Density  Unbalance Possibility  Imbalance Reduction  
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]:12 TC[Scopus]:12 | Submit date:2019/02/11
Nonnegative spectral analysis  Sparse matrix regression  Two-dimensional feature selection  Unsupervised learning  
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]:6 TC[Scopus]:5 | Submit date:2019/02/11
Block sparsity  M-estimator  Representation based classifier  Subspace  
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:  Zheng,Xianwei;  Tang,Yuan Yan;  Zhou,Jiantao
Favorite |  | TC[WOS]:12 TC[Scopus]:21 | Submit date:2021/03/11
adaptive multiscale decomposition  downsampling unbalance  Graph signal  graph signal Shannon entropy  maximum spanning tree (MST)  
Multi-Level Downsampling of Graph Signals via Improved Maximum Spanning Trees Journal article
International Journal of Pattern Recognition and Artificial Intelligence, 2019,Volume: 33,Issue: 3
Authors:  Zheng,Xianwei;  Tang,Yuan Yan;  Zhou,Jiantao;  Pan,Jianjia;  Yang,Shouzhi;  Li,Youfa;  Wang,Patrick S.P.
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/11
graph density  Graph signals  maximum spanning tree  unbalance possibility  unbalance reduction  
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]:16 TC[Scopus]:21 | Submit date:2019/02/11
Graph convolutional  hyperspectral image (HSI) classification  neural network  semisupervised learning