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Multivariate Multilinear Regression 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 卷号: 42, 期号: 6, 页码: 1560-1573
作者:  Su, Ya;  Gao, Xinbo;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(1052Kb)  |  收藏  |  浏览/下载：910/1  |  提交时间：2013/07/01
Active Appearance Model (Aam)  Multivariate Linear Regression (Mlr)  Principal Component Regression (Pcr)  Under Sample Problem (Usp)  
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：992/3  |  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：601/3  |  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：641/3  |  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：839/2  |  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：516/3  |  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：377/10  |  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：1222/19  |  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  
Learning Similarity With Multikernel Method 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2011, 卷号: 41, 期号: 1, 页码: 131-138
作者:  Tang, Yi;  Li, Luoqing;  Li, Xuelong
Adobe PDF(481Kb)  |  收藏  |  浏览/下载：383/2  |  提交时间：2011/09/30
Boosting  Learning Similarity  Multikernel  
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：865/6  |  提交时间：2011/01/11
Classification  Dimensionality Reduction  Discriminative Orthogonal Neighborhood-preserving Projection (Donpp)  Patch Alignment