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Dimensionality Reduction by Spatial-Spectral Preservation in Selected Bands 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5185-5197
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, XQ
Adobe PDF(2869Kb)  |  收藏  |  浏览/下载：241/2  |  提交时间：2017/09/20
Band Selection  Determinantal Point Process (Dpp)  Dimensionality Reduction (Dr)  Multiple Laplacian Eigenmaps (Mles)  
Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 51-64
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Y (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3800Kb)  |  收藏  |  浏览/下载：285/2  |  提交时间：2017/07/06
Hyperspectral Band Selection  Multiple Graphs  Determinantal Point Process  Hyperspectral Image Classification  Anomaly Detection  Target Detection  
A target detection method for hyperspectral image based on mixture noise model 期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 页码: 331-341
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(1951Kb)  |  收藏  |  浏览/下载：308/1  |  提交时间：2016/11/30
Hyperspectral Data  Subpixel  Target Detection  
Hyperspectral Anomaly Detection by Graph Pixel Selection 期刊论文
IEEE Transactions on Cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 3123-3134
作者:  Yuan, Yuan;  Ma, Dandan;  Wang, Qi;  Wang, Q (reprint author), Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Peoples R China.
Adobe PDF(1120Kb)  |  收藏  |  浏览/下载：181/0  |  提交时间：2016/12/30
Graph Theory  Hyperspectral Anomaly Detection  Manifold Learning  
Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization 期刊论文
IEEE Transactions on Cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 2966-2977
作者:  Yuan, Yuan;  Lin, Jianzhe;  Wang, Qi;  Wang, Q (reprint author), Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Peoples R China.
Adobe PDF(1493Kb)  |  收藏  |  浏览/下载：208/0  |  提交时间：2016/12/30
Hyperspectral Image (Hsi) Classification  Markov Random Field (Mrf)  Multitask  Sparse Representation  
Dual-Clustering-Based Hyperspectral Band Selection by Contextual Analysis 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 卷号: 54, 期号: 3, 页码: 1431-1445
作者:  Yuan, Yuan;  Lin, Jianzhe;  Wang, Qi;  Wang, Q
Adobe PDF(2259Kb)  |  收藏  |  浏览/下载：360/1  |  提交时间：2016/04/21
Band Selection  Context  Dual Clustering  Hyperspectral Angle  Hyperspectral Image (Hsi)