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Triplet Adversarial Domain Adaptation for Pixel-Level Classification of VHR Remote Sensing Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 5, 页码: 3558-3573
作者:  Yan, Liang;  Fan, Bin;  Liu, Hongmin;  Huo, Chunlei;  Xiang, Shiming;  Pan, Chunhong
Adobe PDF(6348Kb)  |  收藏  |  浏览/下载：351/67  |  提交时间：2020/06/22
Domain adaptation (DA)  pixel-level classification  self-training  triplet adversarial learning  very high resolution (VHR)  
Semisupervised Hyperspectral Image Classification via Discriminant Analysis and Robust Regression 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2016, 卷号: 9, 期号: 2, 页码: 595-608
作者:  Cheng, Guangliang;  Zhu, Feiyun;  Xiang, Shiming;  Wang, Ying;  Pan, Chunhong
浏览  |  Adobe PDF(2011Kb)  |  收藏  |  浏览/下载：445/146  |  提交时间：2016/06/14
Discriminant Analysis  Hyperspectral Image Classification (Hsic)  Pairwise Constraints  Robust Regression  Semisupervised Learning (Ssl)  
Robust Hyperspectral Unmixing With Correntropy-Based Metric 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 11, 页码: 4027-4040
作者:  Wang, Ying;  Pan, Chunhong;  Xiang, Shiming;  Zhu, Feiyun
浏览  |  Adobe PDF(4371Kb)  |  收藏  |  浏览/下载：383/75  |  提交时间：2015/09/23
Hyperspectral Unmixing  Linear Mixture Model  Non-negative Matrix Factorization  Robust Estimation  Correntropy Based Metric  
Multicluster Spatial-Spectral Unsupervised Feature Selection for Hyperspectral Image Classification 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2015, 卷号: 12, 期号: 8, 页码: 1660-1664
作者:  Li, Haichang;  Xiang, Shiming;  Zhong, Zisha;  Ding, Kun;  Pan, Chunhong;  haichang516@gmail.com
浏览  |  Adobe PDF(526Kb)  |  收藏  |  浏览/下载：301/59  |  提交时间：2015/09/17
Clustering  Feature Selection  Hyperspectral  Spatial-spectral  
Group sparsity based semi-supervised band selection for hyperspectral images 会议论文
International Conference on Image Processing (ICIP), Melbourne, VIC, 2013
作者:  Haichang Li;  Ying Wang;  Jiangyong Duan;  Shiming Xiang;  Chunhong Pan;  haichang516@gmail.com
浏览  |  Adobe PDF(2747Kb)  |  收藏  |  浏览/下载：408/111  |  提交时间：2015/08/19
Hyperspectral Imaging  Band Selection  Group Sparsity  Smoothness Prior.  
Local Label Probability Propagation for Hyperspectral Image Classification 会议论文
International Conference on Pattern Recognition (ICPR), Stockholm, Sweden, 2014
作者:  Haichang Li;  Jiangyong Duan;  Shiming Xiang;  LingFeng Wang;  Chunhong Pan;  haichang516@gmail.com
浏览  |  Adobe PDF(808Kb)  |  收藏  |  浏览/下载：375/81  |  提交时间：2015/08/19
Hyperspectral Image Classification  Label Propagation