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Fast and Flexible Large Graph Embedding Based on Anchors 期刊论文
IEEE Journal on Selected Topics in Signal Processing, 2018, 卷号: 12, 期号: 6, 页码: 1465-1475
作者:  Yu, Weizhong;  Nie, Feiping;  Wang, Fei;  Wang, Rong;  Li, Xuelong
Adobe PDF(1467Kb)  |  收藏  |  浏览/下载：175/0  |  提交时间：2019/03/04
Optimal neighboring reconstruction for hyperspectral band selection 会议论文
2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings, Valencia, Spain, 2018-07-22
作者:  Zhang, Fahong;  Wang, Qi;  Li, Xuelong
Adobe PDF(293Kb)  |  收藏  |  浏览/下载：141/0  |  提交时间：2019/05/13
Auto-weighted 2-dimensional maximum margin criterion 期刊论文
Pattern Recognition, 2018, 卷号: 83, 页码: 220-229
作者:  Zhang, Han;  Nie, Feiping;  Zhang, Rui;  Li, Xuelong;  Nie, Feiping (feipingnie@gmail.com)
Adobe PDF(1814Kb)  |  收藏  |  浏览/下载：236/1  |  提交时间：2018/06/25
Self-Weighted Supervised Discriminative Feature Selection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 8, 页码: 3913-3918
作者:  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(1093Kb)  |  收藏  |  浏览/下载：242/1  |  提交时间：2018/09/11
Row-sparse Projection  Self-weighted Orthogonal Linear Discriminant Analysis (Solda)  Sparsity-inducing Regularization  Supervised Feature Selection  
Extreme-constrained spatial-spectral corner detector for image-level hyperspectral image classification 期刊论文
PATTERN RECOGNITION LETTERS, 2018, 卷号: 109, 页码: 110-119
作者:  Li, Yanshan;  Xu, Jianjie;  Xia, Rongjie;  Huang, Qinghua;  Xie, Weixin;  Li, Xuelong;  Huang, QH (reprint author), Shenzhen Univ, Coll Informat Engn, ATR Natl Key Lab Def Technol, Shenzhen 518060, Peoples R China.
Adobe PDF(2306Kb)  |  收藏  |  浏览/下载：317/1  |  提交时间：2018/06/21
Hypergraph dominant set based multi-video summarization 期刊论文
SIGNAL PROCESSING, 2018, 卷号: 148, 页码: 114-123
作者:  Ji, Zhong;  Zhang, Yuanyuan;  Pang, Yanwei;  Li, Xuelong
Adobe PDF(2652Kb)  |  收藏  |  浏览/下载：178/0  |  提交时间：2018/12/11
Multi-video Summarization  Hypergraph Model  Dominant Set  Keyframe Extraction  
Automatic analysis of bioresorbable vascular scaffolds in intravascular optical coherence tomography images 期刊论文
BIOMEDICAL OPTICS EXPRESS, 2018, 卷号: 9, 期号: 6, 页码: 2495-2510
作者:  Cao, Yihui;  Jin, Qinhua;  Lu, Yifeng;  Jing, Jing;  Chen, Yundai;  Yin, Qinye;  Qin, Xianjing;  Li, Jianan;  Zhu, Rui;  Zhao, Wei
Adobe PDF(10904Kb)  |  收藏  |  浏览/下载：230/3  |  提交时间：2018/06/25
A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2018, 卷号: 56, 期号: 6, 页码: 3587-3599
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt Imagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3641Kb)  |  收藏  |  浏览/下载：252/1  |  提交时间：2018/06/28
Change Detection  Keep It Simple And Straight-forward (Kiss) Metric Learning  Multiscale Feature  Multispectral Imagery  Semi-supervised Learning  
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.
Adobe PDF(979Kb)  |  收藏  |  浏览/下载：259/1  |  提交时间：2018/04/26
Convex Nonnegative Matrix Factorization  Subspace Clustering  Multiple Centroids  Geometry Structure  Image Clustering  
Hyperspectral Anomaly Detection via Discriminative Feature Learning with Multiple-Dictionary Sparse Representation 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 5
作者:  Ma, Dandan;  Yuan, Yuan;  Wang, Qi;  Wang, Qi (crabwq@gmail.com)
Adobe PDF(2761Kb)  |  收藏  |  浏览/下载：197/0  |  提交时间：2018/06/12
Anomaly Detection  Hyperspectral Image  Sparse Representation  Multiple Dictionaries  Feature Extraction  Clustering