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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：444/146  |  提交时间：2016/06/14
Discriminant Analysis  Hyperspectral Image Classification (Hsic)  Pairwise Constraints  Robust Regression  Semisupervised Learning (Ssl)  
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：373/81  |  提交时间：2015/08/19
Hyperspectral Image Classification  Label Propagation  
Structured Sparse Method for Hyperspectral Unmixing 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2014, 卷号: 88, 页码: 101-118
作者:  Zhu, Feiyun;  Wang, Ying;  Xiang, Shiming;  Fan, Bin;  Pan, Chunhong
浏览  |  Adobe PDF(10734Kb)  |  收藏  |  浏览/下载：349/72  |  提交时间：2015/08/12
Hyperspectral Unmixing (Hu)  Hyperspectral Image Analysis  Structured Sparse Nmf (ss-Nmf)  Mixed Pixel  Nonnegative Matrix Factorization (Nmf)