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Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 卷号: 60
作者:  Yuan, Yuan;  Dong, Le;  Li, Xuelong
Adobe PDF(5662Kb)  |  收藏  |  浏览/下载：237/0  |  提交时间：2022/01/18
Tensors  TV  Hyperspectral imaging  Data models  Task analysis  Optimization  Data mining  Hyperspectral unmixing  low tensor rank  nonlocal similarity  nonnegative tensor factorization (NTF)  
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  
Supervised Dimensionality Reduction Methods via Recursive Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 9, 页码: 3269-3279
作者:  Liu, Yun;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong;  Ding, Chris
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载：195/1  |  提交时间：2020/10/23
Dimensionality reduction  Linear discriminant analysis  Eigenvalues and eigenfunctions  Learning systems  Computer science  Optical imaging  Optics  Optimal scaling (OS)  orthogonal least squares regression (OLSR)  orthogonal linear discriminant analysis (OLDA)  recursive regression  supervised dimensionality reduction  
OpenMRE: A Numerical Platform for MRE Study 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 3, 页码: 1111-1121
作者:  Li, Bing Nan;  Shan, Xiang;  Xiang, Kui;  Kobayashi, Etsuko;  Wang, Meng;  Li, Xuelong
Adobe PDF(2350Kb)  |  收藏  |  浏览/下载：209/0  |  提交时间：2020/04/13
Elasticity  Propagation  Biological tissues  Numerical models  Magnetic resonance imaging  Inverse problems  Elastography  forward problem  inverse problem  magnetic resonance elastography (MRE)  numerical simulation  
Fully Automatic Three-Dimensional Ultrasound Imaging Based on Conventional B-Scan 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2018, 卷号: 12, 期号: 2, 页码: 426-436
作者:  Huang, Qinghua;  Wu, Bowen;  Lan, Jiulong;  Li, Xuelong;  Huang, QH (reprint author), Northwestern Polytech Univ, Sch Mech Engn, Xian 710072, Peoples R China.
Adobe PDF(1592Kb)  |  收藏  |  浏览/下载：450/0  |  提交时间：2018/04/23
Automatic Ultrasound Scanning  Depth Imaging  Robotic 3d Ultrasound  Scan Path Planning  
2.5-D Extended Field-of-View Ultrasound 期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2018, 卷号: 37, 期号: 4, 页码: 851-859
作者:  Huang, Qinghua;  Zeng, Zhaozheng;  Li, Xuelong;  Huang, QH (reprint author), Northwestern Polytech Univ, Sch Elect & Informat, Xian 710072, Shaanxi, Peoples R China.
Adobe PDF(1782Kb)  |  收藏  |  浏览/下载：219/0  |  提交时间：2018/04/26
2.5 Dimensional Imaging  Extended Field-of-view  Image Cutting  Texture Mapping  Ultrasound  
Multiresolution Imaging 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 1, 页码: 149-160
作者:  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(1294Kb)  |  收藏  |  浏览/下载：218/3  |  提交时间：2015/03/18
Multiresolution Camera  Multiresolution Imaging  Optimal Imagery  Super-resolution  Downsampling