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A sparse dictionary learning method for hyperspectral anomaly detection with capped norm 会议论文
2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings, Fort Worth, TX, United states, 2017-07-23
作者:  Ma, Dandan;  Yuan, Yuan;  Wang, Qi;  Wang, Qi (author:crabwq@nwpu.edu.cn)
Adobe PDF(340Kb)  |  收藏  |  浏览/下载：246/0  |  提交时间：2018/03/21
Hyperspectral image band selection via global optimal clustering 会议论文
2017 IEEE International Geoscience and Remote Sensing Symposium: International Cooperation for Global Awareness, IGARSS 2017 - Proceedings, Fort Worth, TX, United states, 2017-07-23
作者:  Zhang, Fahong;  Wang, Qi;  Li, Xuelong
Adobe PDF(150Kb)  |  收藏  |  浏览/下载：225/0  |  提交时间：2018/03/21
Simultaneous, real-time, chromatic polarimetric imaging technology with full-polarization-state detection 期刊论文
JOURNAL OF INFRARED AND MILLIMETER WAVES, 2017, 卷号: 36, 期号: 6, 页码: 744-748
作者:  Ju Hai-Juan;  Liang Jian;  Zhang Wen-Fei;  Bai Zhao-Feng;  Ren Li-Yong;  Qu En-Shi
Adobe PDF(1004Kb)  |  收藏  |  浏览/下载：234/1  |  提交时间：2018/12/11
Polarimetric Imaging  Full-polarization-state  Simultaneous Detection  Division Of Aperture  
Locality Adaptive Discriminant Analysis for Spectral-Spatial Classification of Hyperspectral Images 期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2017, 卷号: 14, 期号: 11, 页码: 2077-2081
作者:  Wang, Qi;  Meng, Zhaotie;  Li, Xuelong
Adobe PDF(533Kb)  |  收藏  |  浏览/下载：188/0  |  提交时间：2017/12/26
Classification  Hyperspectral Images (Hsis)  Locality Adaptive Discriminant Analysis (Lada)  Spectral-spatial  
Person Re-identification by Multi-hypergraph Fusion 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 11, 页码: 2763-2774
作者:  An, Le;  Chen, Xiaojing;  Yang, Songfan;  Li, Xuelong;  Chen, Xiaojing (xchen010@ucr.edu)
Adobe PDF(3831Kb)  |  收藏  |  浏览/下载：291/2  |  提交时间：2016/10/10
Feature Fusion  Graph Learning  Hypergraph  Person Re-identification  Surveillance  
On Combining Social Media and Spatial Technology for POI Cognition and Image Localization 期刊论文
PROCEEDINGS OF THE IEEE, 2017, 卷号: 105, 期号: 10, 页码: 1937-1952
作者:  Qian, Xueming;  Lu, Xiaoqiang;  Han, Junwei;  Du, Bo;  Li, Xuelong;  Lu, XQ
Adobe PDF(2032Kb)  |  收藏  |  浏览/下载：224/1  |  提交时间：2017/12/29
Geolocalization  Global Positioning System (Gps)  Image Retrieval  Multimedia  Place Of Interests (Poi)  Placing Task  Recommender System  Social Media  Spatial Technology  
Remote Sensing Image Scene Classification: Benchmark and State of the Art 期刊论文
PROCEEDINGS OF THE IEEE, 2017, 卷号: 105, 期号: 10, 页码: 1865-1883
作者:  Cheng, Gong;  Han, Junwei;  Lu, Xiaoqiang
Adobe PDF(1718Kb)  |  收藏  |  浏览/下载：854/0  |  提交时间：2017/12/25
Benchmark Data Set  Deep Learning  Handcrafted Features  Remote Sensing Image  Scene Classification  Unsupervised Feature Learning  
Latent semantic concept regularized model for blind image deconvolution 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 206-213
作者:  Ye, Renzhen;  Li, Xuelong;  Ye, RZ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2791Kb)  |  收藏  |  浏览/下载：191/1  |  提交时间：2017/07/21
Machine Learning  Blind Deconvolution  Latent Semantic Learning  Matrix Factorization  Manifold Regularized  
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：242/2  |  提交时间：2017/09/20
Band Selection  Determinantal Point Process (Dpp)  Dimensionality Reduction (Dr)  Multiple Laplacian Eigenmaps (Mles)  
Remote Sensing Scene Classification by Unsupervised Representation Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5148-5157
作者:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, XQ
Adobe PDF(2613Kb)  |  收藏  |  浏览/下载：300/1  |  提交时间：2017/09/20
Adaptive Deconvolution Network  Remote Sensing Scene Classification  Unsupervised Representation Learning