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西安光学精密机械研... [15]
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期刊论文 [15]
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内容类型:期刊论文
专题:西安光学精密机械研究所
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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
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浏览/下载:52/0
  |  
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
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
作者:
Lu, Yuwu
;
Lai, Zhihui
;
Li, Xuelong
;
Wong, Wai Keung
;
Yuan, Chun
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  |  
浏览/下载:44/0
  |  
提交时间:2019/04/12
2-D neighborhood preserving projection (2DNPP)
image representation
low-rank
robust feature extraction
Fast Spectral Clustering for Unsupervised Hyperspectral Image Classification
期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 4
作者:
Zhao, Yang
;
Yuan, Yuan
;
Wang, Qi
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  |  
浏览/下载:52/0
  |  
提交时间:2019/04/12
spectral clustering
hyperspectral image classification
remote sensing
manifold learning
unsupervised learning
Discriminative and orthogonal subspace constraints-based nonnegative matrix factorization
期刊论文
ACM Transactions on Intelligent Systems and Technology, 2018, 卷号: 9, 期号: 6
作者:
Li, Xuelong
;
Cui, Guosheng
;
Dong, Yongsheng
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  |  
浏览/下载:62/0
  |  
提交时间:2019/03/04
Adaptive Projected Matrix Factorization method for data clustering
期刊论文
NEUROCOMPUTING, 2018, 卷号: 306, 页码: 182-188
作者:
Chen, Mulin
;
Wang, Qi
;
Li, Xuelong
;
Wang, Qi (crabwq@gmail.com)
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  |  
浏览/下载:30/0
  |  
提交时间:2018/06/07
Clustering
Graph Learning
Subspace Learning
Matrix Factorization
Subspace clustering guided convex nonnegative matrix factorization
期刊论文
NEUROCOMPUTING, 2018, 卷号: 292, 页码: 38-48
作者:
Cui, Guosheng
;
Li, Xuelong
;
Dong, Yongsheng
;
Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
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浏览/下载:26/0
  |  
提交时间:2018/04/26
Convex Nonnegative Matrix Factorization
Subspace Clustering
Multiple Centroids
Geometry Structure
Image Clustering
Regularized Label Relaxation Linear Regression
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1006-1018
作者:
Fang, Xiaozhao
;
Xu, Yong
;
Li, Xuelong
;
Lai, Zhihui
;
Wong, Wai Keung
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  |  
浏览/下载:27/0
  |  
提交时间:2018/04/11
Class Compactness Graph
Computer Vision
Label Relaxation
Linear Regression (Lr)
Manifold Learning
Constrained Low-Rank Learning Using Least Squares-Based Regularization
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4250-4262
作者:
Li, Ping
;
Yu, Jun
;
Wang, Meng
;
Zhang, Luming
;
Cai, Deng
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  |  
浏览/下载:34/0
  |  
提交时间:2017/12/26
Data Representation
Image Classification
Low-rank Learning
Regularization
Robust Recovery
Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3840-3853
作者:
Li, Xuelong
;
Cui, Guosheng
;
Dong, Yongsheng
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2017/12/25
Data Representation
Graph Regularization
Image Clustering
Low-rank Recovery
Non-negative Matrix Factorization (Nmf)
Graph PCA Hashing for Similarity Search
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 卷号: 19, 期号: 9, 页码: 2033-2044
作者:
Zhu, Xiaofeng
;
Li, Xuelong
;
Zhang, Shichao
;
Xu, Zongben
;
Yu, Litao
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  |  
浏览/下载:29/0
  |  
提交时间:2017/12/29
Hashing
Image Retrieval
Manifold Learning
Similarity Search
Spectral Clustering
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