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Hyperspectral image classification based on adaptive segmentation 期刊论文
Optik, 2018, 卷号: 172, 页码: 612-621
作者:  Wu, Yinhua;  Hu, Bingliang;  Gao, Xiaohui;  Wei, Ruyi
Adobe PDF(2214Kb)  |  收藏  |  浏览/下载：167/1  |  提交时间：2018/09/07
Hyperspectral  Classification  Object-based  Segmentation  Adaptive  
Local Regression and Global Information-Embedded Dimension Reduction 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4882-4893
作者:  Yao, Chao;  Han, Junwei;  Nie, Feiping;  Xiao, Fu;  Li, Xuelong
Adobe PDF(1855Kb)  |  收藏  |  浏览/下载：208/1  |  提交时间：2018/10/23
Dimension Reduction  Feature Extraction  Manifold Learning  Unsupervised Learning  
Optimal Clustering Framework for Hyperspectral Band Selection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 10, 页码: 5910-5922
作者:  Wang, Qi;  Zhang, Fahong;  Li, Xuelong
Adobe PDF(2829Kb)  |  收藏  |  浏览/下载：277/1  |  提交时间：2018/11/05
Dynamic Programming (Dp)  Hyperspectral Band Selection  Normalized Cut (Nc)  Spectral Clustering (Sc)  
Structure preserving unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2018, 卷号: 301, 页码: 36-45
作者:  Lu, Quanmao;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(852Kb)  |  收藏  |  浏览/下载：295/2  |  提交时间：2018/06/11
Unsupervised Feature Selection  Self Expression Model  Structure Preserving  
Self-Weighted Supervised Discriminative Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3913-3918
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1093Kb)  |  收藏  |  浏览/下载：238/1  |  提交时间：2018/09/11
Row-sparse Projection  Self-weighted Orthogonal Linear Discriminant Analysis (Solda)  Sparsity-inducing Regularization  Supervised Feature Selection  
Rank-κ 2-D multinomial logistic regression for matrix data classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 卷号: 29, 期号: 8, 页码: 3524-3537
作者:  Song, Kun;  Nie, Feiping;  Han, Junwei;  Li, Xuelong
Adobe PDF(2627Kb)  |  收藏  |  浏览/下载：201/0  |  提交时间：2018/12/18
Extreme-constrained spatial-spectral corner detector for image-level hyperspectral image classification 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 109, 页码: 110-119
作者:  Li, Yanshan;  Xu, Jianjie;  Xia, Rongjie;  Huang, Qinghua;  Xie, Weixin;  Li, Xuelong;  Huang, QH (reprint author), Shenzhen Univ, Coll Informat Engn, ATR Natl Key Lab Def Technol, Shenzhen 518060, Peoples R China.
Adobe PDF(2306Kb)  |  收藏  |  浏览/下载：312/1  |  提交时间：2018/06/21
A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 6, 页码: 3587-3599
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3641Kb)  |  收藏  |  浏览/下载：242/1  |  提交时间：2018/06/28
Change Detection  Keep It Simple And Straight-forward (Kiss) Metric Learning  Multiscale Feature  Multispectral Imagery  Semi-supervised Learning  
Discriminant Analysis with graph learning for hyperspectral image classification 期刊论文
Remote Sensing, 2018, 卷号: 10, 期号: 6
作者:  Chen, Mulin;  Wang, Qi;  Li, Xuelong;  Wang, Qi (crabwq@gmail.com)
Adobe PDF(394Kb)  |  收藏  |  浏览/下载：177/0  |  提交时间：2018/07/10
SCE: A Manifold Regularized Set-Covering Method for Data Partitioning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1760-1773
作者:  Li, Xuelong;  Lu, Quanmao;  Dong, Yongsheng;  Tao, Dacheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, OPT IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3328Kb)  |  收藏  |  浏览/下载：240/1  |  提交时间：2018/05/14
Cluster Ensemble  Discriminative Constraint  Manifold Structure  Set Covering