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Tensorial Global-Local Graph Self-Representation for Hyperspectral Band Selection Journal article
Zhang, Yongshan, Qi, Jianwen, Wang, Xinxin, Cai, Zhihua, Peng, Jiangtao, Zhou, Yicong. Tensorial Global-Local Graph Self-Representation for Hyperspectral Band Selection[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Zhang, Yongshan;  Qi, Jianwen;  Wang, Xinxin;  Cai, Zhihua;  Peng, Jiangtao; et al.
Favorite | TC[Scopus]:3  IF:8.3/7.1 | Submit date：2024/09/03
Hyperspectral Band Selection  Graph Self-representation  High-order Tensor  Global-local Information  
A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification Journal article
Cheng, Chunbo, Zhang, Liming, Li, Hong, Cui, Wenjing, Gao, Junbin, Cun, Yuxiao. A Deep High-Order Tensor Sparse Representation for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, 5521416.
Authors:  Cheng, Chunbo;  Zhang, Liming;  Li, Hong;  Cui, Wenjing;  Gao, Junbin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2024/08/05
Convolutional Neural Network (Cnn)  Deep High-order Tensor Sparse Representation (Sr)  Deep Learning  Graph-based Learning (Gsl)  Hyperspectral Image (Hsi) Classification  
Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition Journal article
Zhao, Shuping, Fei, Lunke, Zhang, Bob, Wen, Jie, Zhao, Pengyang. Tensorized Multi-View Low-Rank Approximation Based Robust Hand-Print Recognition[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33, 3328-3340.
Authors:  Zhao, Shuping;  Fei, Lunke;  Zhang, Bob;  Wen, Jie;  Zhao, Pengyang
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.8/12.1 | Submit date：2024/06/05
Consensus Representation  Low-rank Tensor Sub-space Learning  Multi-view Learning  Robust Hand-print Recognition  
Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach Journal article
Xiaoli Sun, Xiujun Zhang, Chen Xu, Mingqing Xiao, Yuanyan Tang. Tensorial Multiview Representation for Saliency Detection via Nonconvex Approach[J]. IEEE Transactions on Cybernetics, 2022, 53(3), 1816 - 1829.
Authors:  Xiaoli Sun;  Xiujun Zhang;  Chen Xu;  Mingqing Xiao;  Yuanyan Tang
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:9.4/10.3 | Submit date：2022/05/17
Log-determinant Function  Salient Object Detection  Sliced Laplacian Regularization  Tensor Group Sparse  Tensorial Feature Representation  
Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering Journal article
Chen, Yongyong, Wang, Shuqin, Xiao, Xiaolin, Liu, Youfa, Hua, Zhongyun, Zhou, Yicong. Self-paced Enhanced Low-rank Tensor Kernelized Multi-view Subspace Clustering[J]. IEEE Transactions on Multimedia, 2022, 24, 4054-4065.
Authors:  Chen, Yongyong;  Wang, Shuqin;  Xiao, Xiaolin;  Liu, Youfa;  Hua, Zhongyun; et al.
Favorite | TC[WOS]:25 TC[Scopus]:26  IF:8.4/8.0 | Submit date：2022/05/13
Multi-view Clustering  Low-rank Tensor Representation  Kernel  Enhanced Low-rank Representation  Self-paced Learning  
Prior Knowledge Regularized Multiview Self-Representation and its Applications Journal article
Xiao, Xiaolin, Chen, Yongyong, Gong, Yue Jiao, Zhou, Yicong. Prior Knowledge Regularized Multiview Self-Representation and its Applications[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 32(3), 1325-1338.
Authors:  Xiao, Xiaolin;  Chen, Yongyong;  Gong, Yue Jiao;  Zhou, Yicong
Favorite | TC[WOS]:27 TC[Scopus]:28  IF:10.2/10.4 | Submit date：2021/12/07
Low-rank Tensor Representation  Multiview  Prior Knowledge  Self-representation  Semisupervised Classification  Tensor Singular Value Decomposition (T-svd)  Weakly Supervised Clustering  
Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix Journal article
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Multi-view subspace clustering via simultaneously learning the representation tensor and affinity matrix[J]. Pattern Recognition, 2020, 106, 107441.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:103 TC[Scopus]:115  IF:7.5/7.6 | Submit date：2021/12/06
Adaptive Weights  Local Manifold  Low-rank Tensor Representation  Multi-view Subspace Clustering  Tensor-singular Value Decomposition  
Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction Journal article
Xiaolin Xiao, Yongyong Chen, Yue-Jiao Gong, Yicong Zhou. Low-Rank Preserving t-Linear Projection for Robust Image Feature Extraction[J]. IEEE transactions on image processing, 2020, 30, 108-120.
Authors:  Xiaolin Xiao;  Yongyong Chen;  Yue-Jiao Gong;  Yicong Zhou
Favorite | TC[WOS]:21 TC[Scopus]:23  IF:10.8/12.1 | Submit date：2022/09/02
Adaptive Graph  Low-rank Tensor Representation  Robust Feature Extraction  T-linear Projection Learning  Tensorproduct (T-product)  
Multi-view Clustering via Simultaneously Learning Graph Regularized Low-Rank Tensor Representation and Affinity Matrix Conference paper
Chen, Yongyong, Xiao, Xiaolin, Zhou, Yicong. Multi-view Clustering via Simultaneously Learning Graph Regularized Low-Rank Tensor Representation and Affinity Matrix[C], IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE, 2019, 1348-1353.
Authors:  Chen, Yongyong;  Xiao, Xiaolin;  Zhou, Yicong
Favorite | TC[WOS]:19 TC[Scopus]:21 | Submit date：2022/05/17
Multi-view Clustering  Low-rank Tensor Representation  Tucker Decomposition  Adaptive Weights  Local Manifold  
Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition Journal article
Guo Y., Tao D., Cheng J., Dougherty A., Li Y., Yue K., Zhang B.. Tensor Manifold Discriminant Projections for Acceleration-Based Human Activity Recognition[J]. IEEE Transactions on Multimedia, 2016, 18(10), 1977-1987.
Authors:  Guo Y.;  Tao D.;  Cheng J.;  Dougherty A.;  Li Y.; et al.
Favorite | TC[WOS]:21 TC[Scopus]:25 | Submit date：2019/04/04
Accelerometers  Human Activity Recognition  Multimedia Big Data  Rank Order  Tensor Representation