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Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2020, 卷号: 58, 期号: 12, 页码: 8246-8257
作者:  Mou, Lichao;  Lu, Xiaoqiang;  Li, Xuelong;  Zhu, Xiao Xiang
Adobe PDF(10395Kb)  |  收藏  |  浏览/下载：297/0  |  提交时间：2020/12/21
Hyperspectral imaging  Convolution  Task analysis  Recurrent neural networks  Semisupervised learning  Support vector machines  Graph convolutional network (GCN)  hyperspectral image classification  nonlocal graph  semisupervised learning  
Hyperspectral deep convolution anomaly detection based on weight adjustment strategy 期刊论文
Applied Optics, 2020, 卷号: 59, 期号: 31, 页码: 9633-9642
作者:  Chong, Dan;  Hu, Bingliang;  Gao, Xiaohui;  Gao, Hao;  Xia, Pu;  Wu, Yinhua
Adobe PDF(2184Kb)  |  收藏  |  浏览/下载：179/4  |  提交时间：2020/12/01
Deep balanced discrete hashing for image retrieval 期刊论文
Neurocomputing, 2020, 卷号: 403, 页码: 224-236
作者:  Zheng, Xiangtao;  Zhang, Yichao;  Lu, Xiaoqiang
Adobe PDF(2896Kb)  |  收藏  |  浏览/下载：332/2  |  提交时间：2020/06/02
Image retrieval  Convolutional neural network  Balance controling  Discrete hashing  
A Model of High-Dimensional Feature Reduction Based on Variable Precision Rough Set and Genetic Algorithm in Medical Image 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 卷号: 2020
作者:  Tao, Zhou;  Lu Huiling;  Hu, Fuyuan;  Qiu, Shi;  Wu Cuiying
Adobe PDF(2488Kb)  |  收藏  |  浏览/下载：202/0  |  提交时间：2020/07/02
Subspace Clustering Constrained Sparse NMF for Hyperspectral Unmixing 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 5, 页码: 3007-3019
作者:  Lu, Xiaoqiang;  Dong, Le;  Yuan, Yuan
Adobe PDF(2036Kb)  |  收藏  |  浏览/下载：237/2  |  提交时间：2020/05/20
Hyperspectral unmixing  self-expression  spatial structure  subspace clustering  
Exploiting Embedding Manifold of Autoencoders for Hyperspectral Anomaly Detection 期刊论文
IEEE Transactions on Geoscience and Remote Sensing, 2020, 卷号: 58, 期号: 3, 页码: 1527-1537
作者:  Lu, Xiaoqiang;  Zhang, Wuxia;  Huang, Ju
Adobe PDF(1670Kb)  |  收藏  |  浏览/下载：211/2  |  提交时间：2020/03/23
Autoencoder (AE)  global reconstruction  hyperspectral imagery (HSI)  hyperspetral anomaly detection  local reconstruction  manifold learning