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Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery Journal article
Zhang, Yongshan, Jiang, Guozhu, Cai, Zhihua, Zhou, Yicong. Bipartite Graph-based Projected Clustering with Local Region Guidance for Hyperspectral Imagery[J]. IEEE Transactions on Multimedia, 2024, 26, 9551-9563.
Authors:  Zhang, Yongshan;  Jiang, Guozhu;  Cai, Zhihua;  Zhou, Yicong
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:8.4/8.0 | Submit date：2024/05/16
Hyperspectral Imagery  Bipartite Graph  Projected Clustering  Superpixel Segmentation  
Probability Prediction Network With Checkerboard Prior for Lossless Remote Sensing Image Compression Journal article
Feng, Xuxiang, Gu, Enjia, Zhang, Yongshan, Li, An. Probability Prediction Network With Checkerboard Prior for Lossless Remote Sensing Image Compression[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, 17971-17982.
Authors:  Feng, Xuxiang;  Gu, Enjia;  Zhang, Yongshan;  Li, An
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.7/5.0 | Submit date：2024/10/10
Arithmetic Coding  Checkerboard Segmentation  Discrete Probability Prediction  Lossless Image Compression(L3c)  Remote Sensing Image  
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  
Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection Journal article
Zhang, Yongshan, Li, Yijiang, Wang, Xinxin, Jiang, Xinwei, Zhou, Yicong. Stacked Graph Fusion Denoising Autoencoder for Hyperspectral Anomaly Detection[J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21, 5507405.
Authors:  Zhang, Yongshan;  Li, Yijiang;  Wang, Xinxin;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.0/4.4 | Submit date：2024/07/04
Anomaly Detection  Anomaly Detection  Denoising Autoencoder  Detectors  Geoscience And Remote Sensing  Graph Neural Network  Hyperspectral Imagery  Hyperspectral Imaging  Image Edge Detection  Noise Reduction  Training  
Quantum-Inspired Spectral-Spatial Pyramid Network for Hyperspectral Image Classification Conference paper
Zhang, Jie, Zhang, Yongshan, Zhou, Yicong. Quantum-Inspired Spectral-Spatial Pyramid Network for Hyperspectral Image Classification[C]:IEEE COMPUTER SOC, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, 2023, 9925-9934.
Authors:  Zhang, Jie;  Zhang, Yongshan;  Zhou, Yicong
Favorite | TC[WOS]:6 TC[Scopus]:8 | Submit date：2024/02/22
Photogrammetry And Remote Sensing  
Structured-Anchor Projected Clustering for Hyperspectral Images Conference paper
Jiang, Guozhu, Zhang, Jie, Zhang, Yongshan, Jiang, Xinwei, Cai, Zhihua. Structured-Anchor Projected Clustering for Hyperspectral Images[C], 2023.
Authors:  Jiang, Guozhu;  Zhang, Jie;  Zhang, Yongshan;  Jiang, Xinwei;  Cai, Zhihua
Favorite | TC[Scopus]:2 | Submit date：2024/02/22
Anchor Graph  Hyperspectral Image (Hsi)  Laplacian Rank Constraint  Projection Clustering  
Tensor Decomposition Based Latent Feature Clustering for Hyperspectral Band Selection Conference paper
Qi, Jianwen, Zhang, Jie, Zhang, Yongshan, Jiang, Xinwei, Cai, Zhihua. Tensor Decomposition Based Latent Feature Clustering for Hyperspectral Band Selection[C], 2023.
Authors:  Qi, Jianwen;  Zhang, Jie;  Zhang, Yongshan;  Jiang, Xinwei;  Cai, Zhihua
Favorite | TC[Scopus]:0 | Submit date：2024/02/22
Band Selection  Hyperspectral Image  Latent Feature Clustering  Tensor Decomposition  
Spectral-Spatial Feature Extraction With Dual Graph Autoencoder for Hyperspectral Image Clustering Journal article
Zhang, Yongshan, Wang, Yang, Chen, Xiaohong, Jiang, Xinwei, Zhou, Yicong. Spectral-Spatial Feature Extraction With Dual Graph Autoencoder for Hyperspectral Image Clustering[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 32(12), 8500-8511.
Authors:  Zhang, Yongshan;  Wang, Yang;  Chen, Xiaohong;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:28 TC[Scopus]:36  IF:8.3/7.1 | Submit date：2023/01/30
Autoencoder  Dimensionality Reduction  Feature Extraction  Graph Convolution  Hyperspectral Imagery  
GRAPH LEARNING BASED AUTOENCODER FOR HYPERSPECTRAL BAND SELECTION Conference paper
Zhang, Yongshan, Wang, Xinxin, Wang, Zhenyu, Jiang, Xinwei, Zhou, Yicong. GRAPH LEARNING BASED AUTOENCODER FOR HYPERSPECTRAL BAND SELECTION[C], 2022, 2794-2798.
Authors:  Zhang, Yongshan;  Wang, Xinxin;  Wang, Zhenyu;  Jiang, Xinwei;  Zhou, Yicong
Favorite | TC[WOS]:4 TC[Scopus]:5 | Submit date：2022/08/05
Autoencoder  Band Selection  Graph Learning  Hyperspectral Image  
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