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Multisource Remote Sensing Data Classification With Graph Fusion Network 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2021
作者:  Du, Xingqian;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Doudkin, Alexander A.
Adobe PDF(3121Kb)  |  收藏  |  浏览/下载：229/0  |  提交时间：2021/02/08
Classification  deep learning  hyperspectral image (HSI)  light detection and ranging (LiDAR)  remote sensing  
Spectral-Spatial Attention Network for Hyperspectral Image Classification 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3232-3245
作者:  Sun, Hao;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Wu, Siyuan
Adobe PDF(3278Kb)  |  收藏  |  浏览/下载：362/3  |  提交时间：2020/05/20
Attention  convolutional neural network (CNN)  hyperspectral image (HSI) classification  spectral–spatial feature extraction  
Unsupervised variational auto-encoder hash algorithm based on multi-channel feature fusion 会议论文
Twelfth International Conference on Digital Image Processing, ICDIP 2020, Osaka, Japan, 2020-05-19
作者:  Wang, Huanting;  Qu, Bo;  Lu, Xiaoqiang;  Chen, Yaxiong
Adobe PDF(709Kb)  |  收藏  |  浏览/下载：144/1  |  提交时间：2020/08/21
Multi-channel feature fusion  Unsupervised hashing algorithm  VAE  Image retrieval  
Bidirectional adaptive feature fusion for remote sensing scene classification 期刊论文
NEUROCOMPUTING, 2019, 卷号: 328, 期号: SI, 页码: 135-146
作者:  Lu, Xiaoqiang;  Ji, Weijun;  Li, Xuelong;  Zheng, Xiangtao
Adobe PDF(3917Kb)  |  收藏  |  浏览/下载：215/4  |  提交时间：2019/03/14
Bidirectional adaptive feature fusion  High spatial resolution remote Sensing images  Scene classification  
Video Synopsis in Complex Situations 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 8, 页码: 3798-3812
作者:  Li, Xuelong;  Wang, Zhigang;  Lu, Xiaoqiang;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(6834Kb)  |  收藏  |  浏览/下载：836/1  |  提交时间：2018/05/14
Video Synopsis  Surveillance Video  Complex Scenes  Crowded Scenes  
Local structure learning in high resolution remote sensing image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 页码: 813-822
作者:  Du, Zhongxiang;  Li, Xuelong;  Lu, Xiaoqiang;  Li, XL
Adobe PDF(3260Kb)  |  收藏  |  浏览/下载：205/2  |  提交时间：2016/11/14
High Resolution Remote Sensing Image Retrieval  Lipschitz Smooth  Manifold Structure  
Projection-Based NMF for Hyperspectral Unmixing 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 期号: 6, 页码: 2632-2643
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1781Kb)  |  收藏  |  浏览/下载：380/3  |  提交时间：2015/09/14
Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  Spectral Library  Subspace Projection  
Substance Dependence Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2015, 卷号: 53, 期号: 6, 页码: 2975-2986
作者:  Yuan, Yuan;  Fu, Min;  Lu, Xiaoqiang
Adobe PDF(1658Kb)  |  收藏  |  浏览/下载：234/2  |  提交时间：2015/07/16
Adaptive Decision  Hyperspectral Unmixing  Mixed Pixel  Substance Dependence  
Semi-supervised change detection method for multi-temporal hyperspectral images 期刊论文
NEUROCOMPUTING, 2015, 卷号: 148, 页码: 363-375
作者:  Yuan, Y;  Lv, HB;  Lu, XQ
Adobe PDF(8678Kb)  |  收藏  |  浏览/下载：182/4  |  提交时间：2015/11/20
Manifold Regularized Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2013, 卷号: 51, 期号: 5, 页码: 2815-2826
作者:  Lu, Xiaoqiang;  Wu, Hao;  Yuan, Yuan;  Yan, Pingkun;  Li, Xuelong
Adobe PDF(764Kb)  |  收藏  |  浏览/下载：279/2  |  提交时间：2015/06/15
Hyperspectral Unmixing  Manifold Regularization  Mixed Pixel  Nonnegative Matrix Factorization (Nmf)