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Detection of Sudden Pedestrian Crossings for Driving Assistance Systems 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 3, 页码: 729-739
作者:  Xu, Yanwu;  Xu, Dong;  Lin, Stephen;  Han, Tony X.;  Cao, Xianbin;  Li, Xuelong
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：1000/3  |  提交时间：2012/09/03
Coarse To Fine  Pedestrian Detection  Performance Evaluation  Spatiotemporal Refinement  Sudden Pedestrian Crossing  
Robust Alternative Minimization for Matrix Completion 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 3, 页码: 939-949
作者:  Lu, Xiaoqiang;  Gong, Tieliang;  Yan, Pingkun;  Yuan, Yuan;  Li, Xuelong
Adobe PDF(1560Kb)  |  收藏  |  浏览/下载：609/3  |  提交时间：2012/09/03
Computer Vision  Convex Optimization  Image Processing  Low-rank Matrices  Matrix Completion  Nuclear Norm Minimization  Pattern Recognition  Singular Value Decomposition (Svd)  
Robust CoHOG Feature Extraction in Human-Centered Image/Video Management System 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 2, 页码: 458-468
作者:  Pang, Yanwei;  Yan, He;  Yuan, Yuan;  Wang, Kongqiao
Adobe PDF(1248Kb)  |  收藏  |  浏览/下载：658/3  |  提交时间：2012/09/03
Co-occurrence Histograms Of Oriented Gradients (Cohogs)  Histograms Of Oriented Gradients (Hogs)  Human-centered Image Retrieval  Human Detection  
Initialization Independent Clustering With Actively Self-Training Method 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 1, 页码: 17-27
作者:  Nie, Feiping;  Xu, Dong;  Li, Xuelong
Adobe PDF(1316Kb)  |  收藏  |  浏览/下载：852/2  |  提交时间：2012/09/03
Active Learning  Initialization Independent Clustering  Self-training  Spectral Clustering (Sc)  
Exploiting Local Coherent Patterns for Unsupervised Feature Ranking 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 6, 页码: 1471-1482
作者:  Huang, Qinghua;  Tao, Dacheng;  Li, Xuelong;  Jin, Lianwen;  Wei, Gang
Adobe PDF(1382Kb)  |  收藏  |  浏览/下载：529/3  |  提交时间：2012/06/29
Bicluster Score  Feature Selection  Unsupervised Learning  
Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 3, 页码: 675-685
作者:  Nie, Feiping;  Xu, Dong;  Li, Xuelong;  Xiang, Shiming;  F. Nie
Adobe PDF(985Kb)  |  收藏  |  浏览/下载：387/10  |  提交时间：2011/01/11
Dimensionality Reduction  Label Propagation  Label Regression  Semisupervised Learning  Subspace Learning  
Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 2, 页码: 425-434
作者:  Gao, Xinbo;  Wang, Xiumei;  Tao, Dacheng;  Li, Xuelong;  X. Gao
Adobe PDF(1072Kb)  |  收藏  |  浏览/下载：1237/19  |  提交时间：2011/01/12
Dimensionality Reduction  Gaussian Process Latent Variable Model (Gp-lvm)  Generalized Discriminant Analysis (Gda)  Probabilistic Principal Component Analysis (Probabilistic Pca)  Supervised Learning  
Discriminative Orthogonal Neighborhood-Preserving Projections for Classification 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2010, 卷号: 40, 期号: 1, 页码: 253-263
作者:  Zhang, Tianhao;  Huang, Kaiqi;  Li, Xuelong;  Yang, Jie;  Tao, Dacheng;  T. Zhang
Adobe PDF(1916Kb)  |  收藏  |  浏览/下载：873/6  |  提交时间：2011/01/11
Classification  Dimensionality Reduction  Discriminative Orthogonal Neighborhood-preserving Projection (Donpp)  Patch Alignment