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Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1133-1149
作者:  Fang, Xiaozhao;  Han, Na;  Wong, Wai Keung;  Teng, Shaohua;  Wu, Jigang;  Xie, Shengli;  Li, Xuelong
Adobe PDF(4698Kb)  |  收藏  |  浏览/下载：285/0  |  提交时间：2019/04/17
Affinity matrix  clustering  low-rank representation (LRR)  sparse representation  
Superpixel-Based Foreground Extraction with Fast Adaptive Trimaps 期刊论文
IEEE Transactions on Cybernetics, 2018, 卷号: 48, 期号: 9, 页码: 2609-2619
作者:  Li, Xuelong;  Liu, Kang;  Dong, Yongsheng
Adobe PDF(1798Kb)  |  收藏  |  浏览/下载：165/0  |  提交时间：2018/12/18
Structure preserving unsupervised feature selection 期刊论文
NEUROCOMPUTING, 2018, 卷号: 301, 页码: 36-45
作者:  Lu, Quanmao;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(852Kb)  |  收藏  |  浏览/下载：327/2  |  提交时间：2018/06/11
Unsupervised Feature Selection  Self Expression Model  Structure Preserving  
SCE: A Manifold Regularized Set-Covering Method for Data Partitioning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 5, 页码: 1760-1773
作者:  Li, Xuelong;  Lu, Quanmao;  Dong, Yongsheng;  Tao, Dacheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, OPT IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3328Kb)  |  收藏  |  浏览/下载：277/1  |  提交时间：2018/05/14
Cluster Ensemble  Discriminative Constraint  Manifold Structure  Set Covering  
Local structure learning in high resolution remote sensing image retrieval 期刊论文
NEUROCOMPUTING, 2016, 卷号: 207, 页码: 813-822
作者:  Du, Zhongxiang;  Li, Xuelong;  Lu, Xiaoqiang;  Li, XL
Adobe PDF(3260Kb)  |  收藏  |  浏览/下载：221/2  |  提交时间：2016/11/14
High Resolution Remote Sensing Image Retrieval  Lipschitz Smooth  Manifold Structure  
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：257/1  |  提交时间：2016/09/22
Affinity Matrix  Low-rank Representation (Lrr)  Subspace Clustering  Supervision Information  
Measuring Collectiveness via Refined Topological Similarity 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2016, 卷号: 12, 期号: 2
作者:  Li, Xuelong;  Chen, Mulin;  Wang, Qi
Adobe PDF(1874Kb)  |  收藏  |  浏览/下载：264/6  |  提交时间：2016/08/19
Multimedia  Crowd Analysis  Collectiveness  Manifold  Feature Extraction  
Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 3, 页码: 756-765
作者:  Tao, Dapeng;  Lin, Xu;  Jin, Lianwen;  Li, Xuelong;  Tao, DP
Adobe PDF(4029Kb)  |  收藏  |  浏览/下载：306/2  |  提交时间：2016/03/18
Font Recognition  Long Short-term Memory  Neurodynamic Models  Optical Character Recognition  Recurrent Neural Networks (Rnns)  
Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 2, 页码: 553-565
作者:  Zhang, Luming;  Yang, Yang;  Wang, Meng;  Hong, Richang;  Nie, Liqiang;  Li, Xuelong
Adobe PDF(3427Kb)  |  收藏  |  浏览/下载：195/2  |  提交时间：2016/11/08
Fine-grained  Sub-category  Graphlet Matching  Image Kernel  Dense Graph Mining  
Weakly Supervised Human Fixations Prediction 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 1, 页码: 258-269
作者:  Zhang, Luming;  Li, Xuelong;  Nie, Liqiang;  Yang, Yi;  Xia, Yingjie;  Xia, YJ
Adobe PDF(1963Kb)  |  收藏  |  浏览/下载：254/2  |  提交时间：2016/01/22
Attention  Computer Vision  Graphlets  Machine Learning  Manifold Embedding  Weakly Supervised