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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]:2  IF:8.3/7.1 | Submit date：2024/09/03
Hyperspectral Band Selection  Graph Self-representation  High-order Tensor  Global-local Information  
Novel UGA Homologous URL Recognition in Real-World Financial Cybercrimes: Self-supervised Deep Learning of URL Semantics Conference paper
Shao, Guolin, Xu, Zeshui, He, Xiaoxi, Rao, Hong, Huang, Wei, Duan, Wenying. Novel UGA Homologous URL Recognition in Real-World Financial Cybercrimes: Self-supervised Deep Learning of URL Semantics[C]:Springer Science and Business Media Deutschland GmbH, 2024, 300 - 312.
Authors:  Shao, Guolin;  Xu, Zeshui;  He, Xiaoxi;  Rao, Hong;  Huang, Wei; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/09/11
Financial Cybercrime  Homologous Url Recognition  Self-supervised Learning  Siamese Network  Url Representation Learning  
AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets Journal article
Hu, Xikun, Liu, Wenlin, Wen, Hao, Yuen, Ka Veng, Jin, Tian, Junior, Alberto Costa Nogueira, Zhong, Ping. AF-Net: An Active Fire Detection Model Using Improved Object-Contextual Representations on Unbalanced UAV Datasets[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, 13558-13569.
Authors:  Hu, Xikun;  Liu, Wenlin;  Wen, Hao;  Yuen, Ka Veng;  Jin, Tian; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.7/5.0 | Submit date：2024/07/04
Active Fire (Af) Detection  Deep Learning  Object-contextual Representation (Ocr)  Self-attention  Semantic Segmentation  Very High-resolution (Vhr) Aerial Data  
A Hybrid Structural Sparsification Error Model for Image Restoration Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce, Kot, Alex Chichung. A Hybrid Structural Sparsification Error Model for Image Restoration[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 33(9), 4451-4465.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce; et al.
Favorite | TC[WOS]:43 TC[Scopus]:41  IF:10.2/10.4 | Submit date：2022/05/13
Hybrid Structural Sparsification Error (Hsse)  Nonlocal Self-similarity (Nss)  Structural Sparse Representation (Ssr).  
Learning salient self-representation for image recognition via orthogonal transformation Journal article
Jianhang Zhou, Shaoning Zeng, Bob Zhang. Learning salient self-representation for image recognition via orthogonal transformation[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2022, 212, 118663.
Authors:  Jianhang Zhou;  Shaoning Zeng;  Bob Zhang
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/02/22
Pattern Classification  Self-representation  Orthogonal Transformation  Linear Orthogonal Transformation  
Low-Rankness Guided Group Sparse Representation for Image Restoration Journal article
Zha, Zhiyuan, Wen, Bihan, Yuan, Xin, Zhou, Jiantao, Zhu, Ce, Kot, Alex Chichung. Low-Rankness Guided Group Sparse Representation for Image Restoration[J]. IEEE Transactions on Neural Networks and Learning Systems, 2022, 34(10), 7593 - 7607.
Authors:  Zha, Zhiyuan;  Wen, Bihan;  Yuan, Xin;  Zhou, Jiantao;  Zhu, Ce; et al.
Adobe PDF | Favorite | TC[WOS]:43 TC[Scopus]:39  IF:10.2/10.4 | Submit date：2022/05/17
Adaptively Adjusted Parameter  Alternating Minimization  Image Restoration  Low-rankness Guided Group Sparse Representation (Lgsr)  Nonlocal Self-similarity (Nss)  
Marginalized Graph Self-Representation for Unsupervised Hyperspectral Band Selection Journal article
Zhang, Yongshan, Wang, Xinxin, Jiang, Xinwei, Zhou, Yicong. Marginalized Graph Self-Representation for Unsupervised Hyperspectral Band Selection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, 5516712.
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:23 TC[Scopus]:57  IF:7.5/7.6 | Submit date：2022/05/17
Graph Convolution  Hyperspectral Band Selection  Marginalized Corruption  Self-representation (Sr)  Unsupervised Learning  
Robust Dual Graph Self-Representation for Unsupervised Hyperspectral Band Selection Journal article
Zhang, Yongshan, Wang, Xinxin, Jiang, Xinwei, Zhou, Yicong. Robust Dual Graph Self-Representation for Unsupervised Hyperspectral Band Selection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60.
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:5 TC[Scopus]:3  IF:7.5/7.6 | Submit date：2023/01/30
Band Selection  Graph Convolution  Hyperspectral Imagery  Self-representation  Unsupervised Learning  
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  
RPCA-induced self-representation for subspace clustering Journal article
Zhong,Guo, Pun,Chi Man. RPCA-induced self-representation for subspace clustering[J]. Neurocomputing, 2021, 437, 249-260.
Authors:  Zhong,Guo;  Pun,Chi Man
Favorite | TC[WOS]:4 TC[Scopus]:5  IF:5.5/5.5 | Submit date：2021/03/11
Low-rank Recovery  Robust Principal Component Analysis  Self-representation  Subspace Clustering