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Efficient Multiple Feature Fusion With Hashing for Hyperspectral Imagery Classification: A Comparative Study 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 8, 页码: 4461-4478
作者:  Zhong, Zisha;  Fan, Bin;  Ding, Kun;  Li, Haichang;  Xiang, Shiming;  Pan, Chunhong;  zszhong@nlpr.ia.ac.cn
浏览  |  Adobe PDF(4943Kb)  |  收藏  |  浏览/下载：462/131  |  提交时间：2016/12/26
Binary Codes  Classification  Feature Fusion  Hashing  Hyperspectral Images  
A label propagation method using spatial-spectral consistency for hyperspectral image classification 期刊论文
International Journal of Remote Sensing, 2016, 卷号: 37, 期号: 1, 页码: 191-211
作者:  Haichang Li;  Ying Wang;  Shiming Xiang;  Jiangyong Duan;  Feiyun Zhu;  Chunhong Pan;  haichang516@gmail.com
浏览  |  Adobe PDF(3399Kb)  |  收藏  |  浏览/下载：442/126  |  提交时间：2016/04/14
Hyperspectral Image Classification  Label Propagation  Spatial-spectral.  
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：417/83  |  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：345/74  |  提交时间：2015/09/17
Clustering  Feature Selection  Hyperspectral  Spatial-spectral  
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：406/92  |  提交时间：2015/08/19
Hyperspectral Image Classification  Label Propagation  
Spectral Unmixing via Data-Guided Sparsity 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 卷号: 23, 期号: 12, 页码: 5412-5427
作者:  Zhu, Feiyun;  Wang, Ying;  Fan, Bin;  Xiang, Shiming;  Meng, Gaofeng;  Pan, Chunhong
浏览  |  Adobe PDF(6232Kb)  |  收藏  |  浏览/下载：406/114  |  提交时间：2015/08/12
Data-guided Sparse (Dgs)  Data-guided Map (dgMap)  Nonnegative Matrix Factorization (Nmf)  Dgs-nmf  Mixed Pixel  Hyperspectral Unmixing (Hu)  
A Graph-Based Classification Method for Hyperspectral Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2013, 卷号: 51, 期号: 2, 页码: 803-817
作者:  Bai, Jun;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(3006Kb)  |  收藏  |  浏览/下载：367/93  |  提交时间：2015/08/12
Classification  Graph Cut (Gc)  Hyperspectral  Markov Random Field (Mrf)  Support Vector Machine (Svm)