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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:249/0  |  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  
GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2019, 卷号: 57, 期号: 1, 页码: 3-13
作者:  Wang, Qi;  Yuan, Zhenghang;  Du, Qian;  Li, Xuelong
Adobe PDF(3597Kb)  |  收藏  |  浏览/下载:424/0  |  提交时间:2019/03/14
2-D convolutional neural network (CNN)  change detection (CD)  deep learning  hyperspectral image (HSI)  mixed-affinity matrix  spectral unmixing  
Greedy regression in sparse coding space for single-image super-resolution 期刊论文
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2013, 卷号: 24, 期号: 2, 页码: 148-159
作者:  Tang, Yi;  Yuan, Yuan;  Yan, Pingkun;  Li, Xuelong
Adobe PDF(2479Kb)  |  收藏  |  浏览/下载:215/2  |  提交时间:2015/05/29
Image Quality Improvement  Super-resolution  Sparsity  Nonlinear Coding  Machine Learning  Empirical Risk Minimization  Greedy Regression  L-2-boosting  
Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 9, 页码: 1903-1915
作者:  Wang, Ying;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong;  Wang, Bin
Adobe PDF(3450Kb)  |  收藏  |  浏览/下载:182/1  |  提交时间:2015/09/30
Mass Segmentation  Computer-aided Diagnose  Vector-valued Level Set  Relaxed Shape Constraint  Mammograms