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Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法 Journal article
Cheng, Shi, Ying, Liu, Minghua, Zhao, Qiguang, Miao, Chi-Man, Pun. Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法[J]. Journal of Image and Graphics, 2024, 29(7), 1861-1874.
Authors:  Cheng, Shi;  Ying, Liu;  Minghua, Zhao;  Qiguang, Miao;  Chi-Man, Pun
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Adversarial Attack  Adversarial Defense  Deep Neural Network  Hyperspectral Image Classification  Semi-supervised Learning  
Attack-invariant attention feature for adversarial defense in hyperspectral image classification Journal article
Shi, Cheng, Liu, Ying, Zhao, Minghua, Pun, Chi Man, Miao, Qiguang. Attack-invariant attention feature for adversarial defense in hyperspectral image classification[J]. Pattern Recognition, 2024, 145, 109955.
Authors:  Shi, Cheng;  Liu, Ying;  Zhao, Minghua;  Pun, Chi Man;  Miao, Qiguang
Favorite | TC[WOS]:3 TC[Scopus]:5  IF:7.5/7.6 | Submit date：2024/02/22
Adversarial Attack  Adversarial Defense  Attack-invariant Attention Feature  Hyperspectral Image Classification  
Auto-Learning-GCN: An Ingenious Framework for Skeleton-Based Action Recognition Conference paper
Xin, Wentian, Liu, Yi, Liu, Ruyi, Miao, Qiguang, Shi, Cheng, Pun, Chi Man. Auto-Learning-GCN: An Ingenious Framework for Skeleton-Based Action Recognition[C]:SPRINGER-VERLAG BERLINHEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2024, 29-42.
Authors:  Xin, Wentian;  Liu, Yi;  Liu, Ruyi;  Miao, Qiguang;  Shi, Cheng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/05/16
Attention Mechanism  Graph Convolutional Network  Model Optimization  Skeleton-based Action Recognition  
Universal Object-Level Adversarial Attack in Hyperspectral Image Classification Journal article
Shi, Cheng, Zhang, Mengxin, Lv, Zhiyong, Miao, Qiguang, Pun, Chi Man. Universal Object-Level Adversarial Attack in Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61, 1-14.
Authors:  Shi, Cheng;  Zhang, Mengxin;  Lv, Zhiyong;  Miao, Qiguang;  Pun, Chi Man
Favorite | TC[WOS]:2 TC[Scopus]:6  IF:7.5/7.6 | Submit date：2024/02/22
Adversarial Attack  Adversarial Defense  Hyperspectral Image (Hsi) Classification  
Skeleton MixFormer: Multivariate Topology Representation for Skeleton-based Action Recognition Conference paper
Xin, Wentian, Miao, Qiguang, Liu, Yi, Liu, Ruyi, Pun, Chi Man, Shi, Cheng. Skeleton MixFormer: Multivariate Topology Representation for Skeleton-based Action Recognition[C]. Abdulmotaleb El Saddik, Tao Mei, Rita Cucchiara, Program Chairs:Marco Bertini, Diana Patricia Tobon Vallejo, Pradeep K. Atrey, M. Shamim Hossain, New York NY, United States:Association for Computing Machinery, 2023, 2211-2220.
Authors:  Xin, Wentian;  Miao, Qiguang;  Liu, Yi;  Liu, Ruyi;  Pun, Chi Man; et al.
Favorite | TC[WOS]:1 TC[Scopus]:14 | Submit date：2024/01/10
Attention  Skeleton Action Recognition  Topology Representation  Transformer  Video Understanding  
Multifeature Collaborative Adversarial Attack in Multimodal Remote Sensing Image Classification Journal article
Shi, Cheng, Dang, Yenan, Fang, Li, Zhao, Minghua, Lv, Zhiyong, Miao, Qiguang, Pun, Chi Man. Multifeature Collaborative Adversarial Attack in Multimodal Remote Sensing Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022, 60, 5631815.
Authors:  Shi, Cheng;  Dang, Yenan;  Fang, Li;  Zhao, Minghua;  Lv, Zhiyong; et al.
Favorite | TC[WOS]:8 TC[Scopus]:9  IF:7.5/7.6 | Submit date：2023/01/30
Generative Adversarial Networks (Gans)  Multimodal Adversarial Attack  Multimodal Remote Sensing (Rs) Image Classification