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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：224/0  |  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  
A Survey of Human Action Analysis in HRI Applications 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 卷号: 30, 期号: 7, 页码: 2114-2128
作者:  Ji, Yanli;  Yang, Yang;  Shen, Fumin;  Shen, Heng Tao;  Li, Xuelong
Adobe PDF(2113Kb)  |  收藏  |  浏览/下载：190/4  |  提交时间：2020/07/20
Human-robot interaction  action recognition  action prediction  action imitation  datasets  robots  
An efficient framework for unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2019, 卷号: 366, 页码: 194-207
作者:  Zhang, Han;  Zhang, Rui;  Nie, Feiping;  Li, Xuelong
Adobe PDF(2196Kb)  |  收藏  |  浏览/下载：262/4  |  提交时间：2019/10/18
Efficient unsupervised feature selection  Bipartite graph  Discrete indicator matrix  Uncorrelated regression model  
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;  Fang, Bingwu;  Xu, Y (reprint author), Harbin Inst Technol, Shenzhen Grad Sch, Biocomp Res Ctr, Shenzhen 518055, Peoples R China.
Adobe PDF(3718Kb)  |  收藏  |  浏览/下载：204/1  |  提交时间：2018/04/11
Class Compactness Graph  Computer Vision  Label Relaxation  Linear Regression (Lr)  Manifold Learning  
Convex Multiview Semi-Supervised Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 12, 页码: 5718-5729
作者:  Nie, Feiping;  Li, Jing;  Li, Xuelong
Adobe PDF(2489Kb)  |  收藏  |  浏览/下载：206/1  |  提交时间：2017/12/25
Multiview Data  Semi-supervised Classification  Weight Learning  
Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 8, 页码: 1828-1838
作者:  Fang, Xiaozhao;  Xu, Yong;  Li, Xuelong;  Lai, Zhihui;  Wong, Wai Keung
Adobe PDF(1675Kb)  |  收藏  |  浏览/下载：227/1  |  提交时间：2016/09/22
Affinity Matrix  Low-rank Representation (Lrr)  Subspace Clustering  Supervision Information  
Parameter-free auto-weighted multiple graph learning: A framework for multiview clustering and semi-supervised classification 会议论文
Proceedings of the 25th International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, United states, 2016-07-09
作者:  Nie, Feiping;  Li, Jing;  Li, Xuelong
Adobe PDF(846Kb)  |  收藏  |  浏览/下载：472/0  |  提交时间：2017/01/04
Artificial Intelligence  Graphic Methods  Learning Algorithms  Virtual Reality  
Pedestrian detection in unseen scenes by dynamically updating visual words 期刊论文
NEUROCOMPUTING, 2013, 卷号: 119, 页码: 232-242
作者:  Cao, Xianbin;  Wang, Li;  Ning, Bo;  Yuan, Yuan;  Yan, Pingkun
Adobe PDF(10585Kb)  |  收藏  |  浏览/下载：159/0  |  提交时间：2015/06/09
Pedestrian Detection  Adaptive Detector  Bag Of Visual Words  Manifold Leaning  
Error Analysis of Stochastic Gradient Descent Ranking 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2013, 卷号: 43, 期号: 3, 页码: 898-909
作者:  Chen, Hong;  Tang, Yi;  Li, Luoqing;  Yuan, Yuan;  Li, Xuelong;  Tang, Yuanyan
Adobe PDF(336Kb)  |  收藏  |  浏览/下载：391/1  |  提交时间：2015/06/03
Error Analysis  Integral Operator  Ranking  Reproducing Kernel Hilbert Space  Sampling Operator  Stochastic Gradient Descent  
Selecting Key Poses on Manifold for Pairwise Action Recognition 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2012, 卷号: 8, 期号: 1, 页码: 168-177
作者:  Cao, Xianbin;  Ning, Bo;  Yan, Pingkun;  Li, Xuelong
Adobe PDF(1194Kb)  |  收藏  |  浏览/下载：476/2  |  提交时间：2012/09/03
Action Recognition  Bag Of Words  Centrality Measure  Key Poses  Manifold Leaning