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Robust Subspace Clustering by Cauchy Loss Function 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 7, 页码: 2067-2078
作者:  Li, Xuelong;  Lu, Quanmao;  Dong, Yongsheng;  Tao, Dacheng
Adobe PDF(3374Kb)  |  收藏  |  浏览/下载：252/0  |  提交时间：2019/07/17
Cauchy loss function (CLF)  grouping effect  noise suppression  similarity matrix  subspace clustering  
A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1558–1569
作者:  Wang, Bin;  Yuan, Xiuying;  Gao, Xinbo;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(3013Kb)  |  收藏  |  浏览/下载：257/0  |  提交时间：2019/04/12
Active contour model (ACMs)  image segmentation  kernelization  level set method (LSM)  shape context  shape prior  topology-preserving  
Patch Alignment Manifold Matting 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 7, 页码: 3214-3226
作者:  Li, Xuelong;  Liu, Kang;  Dong, Yongsheng;  Tao, Dacheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(2558Kb)  |  收藏  |  浏览/下载：285/0  |  提交时间：2018/07/13
Dimension Reduction  Image Matting  Isomap Matting  Manifold Learning  Patch Alignment  
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：237/1  |  提交时间：2018/05/14
Cluster Ensemble  Discriminative Constraint  Manifold Structure  Set Covering  
SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 9, 页码: 4091-4102
作者:  Hu, Yanting;  Wang, Nannan;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong
Adobe PDF(4639Kb)  |  收藏  |  浏览/下载：314/1  |  提交时间：2016/10/13
Cascaded Linear Regression  Example Learning Based  Image Super-resolution  K-means  
Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 5, 页码: 2146-2154
作者:  Li, Zhifeng;  Gong, Dihong;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(1960Kb)  |  收藏  |  浏览/下载：209/1  |  提交时间：2016/08/18
Face Recognition  Aging Faces  Feature Descriptor  
Mutual Component Analysis for Heterogeneous Face Recognition 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 3
作者:  Li, Zhifeng;  Gong, Dihong;  Li, Qiang;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(886Kb)  |  收藏  |  浏览/下载：604/3  |  提交时间：2016/04/08
Algorithms  Performance  Face Recognition  Heterogeneous Face Recognition  Mutual Component Analysis (Mca)  
Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 2, 页码: 907-919
作者:  Liu, Xianglong;  Deng, Cheng;  Lang, Bo;  Tao, Dacheng;  Li, Xuelong;  Deng, C
Adobe PDF(3400Kb)  |  收藏  |  浏览/下载：230/1  |  提交时间：2016/02/19
Locality Sensitive Hashing  Bit Selection  Complementary Hash Tables  Query Adaptive  Nearest Neighbor Search  
Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2016, 卷号: 27, 期号: 1, 页码: 32-46
作者:  Yang, Xi;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong;  Han, Bing;  Li, Jie;  Yang, X
Adobe PDF(5085Kb)  |  收藏  |  浏览/下载：431/2  |  提交时间：2016/01/22
Auroral Substorm Detection  Sequence Motion Analysis  Shape Constraint  Sparse And Low-rank  Decomposition (Sld)  
Learning a Tracking and Estimation Integrated Graphical Model for Human Pose Tracking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 12, 页码: 3176-3186
作者:  Zhao, Lin;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(3966Kb)  |  收藏  |  浏览/下载：186/2  |  提交时间：2015/12/25
Pictorial Structure (Ps)  Pose Estimation  Pose Tracking  Visual Tracking  
场景图像分类技术综述 期刊论文
中国科学:信息科学, 2015, 卷号: 45, 期号: 7, 页码: 827-848
作者:  李学龙;  史建华;  董永生;  陶大程
Adobe PDF(21597Kb)  |  收藏  |  浏览/下载：406/1  |  提交时间：2015/12/11
Nonnegative Multiresolution Representation-Based Texture Image Classification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2015, 卷号: 7, 期号: 1
作者:  Dong, Yongsheng;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：226/5  |  提交时间：2015/11/25
Theory  Experimentation  Nonnegative Matrix Factorization  Texture Classification  Histogram  Manifold Regularization  Hessian Regularization  
Learning to Rank for Blind Image Quality Assessment 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 10, 页码: 2275-2290
作者:  Gao, Fei;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong
Adobe PDF(4556Kb)  |  收藏  |  浏览/下载：279/3  |  提交时间：2015/11/13
Image Quality Assessment (Iqa)  Learning Preferences  Learning To Rank  Multiple Kernel Learning (Mkl)  Universal Blind Iqa (bIqa)  
Tracking Human Pose Using Max-Margin Markov Models 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 5274-5287
作者:  Zhao, Lin;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(4300Kb)  |  收藏  |  浏览/下载：157/3  |  提交时间：2015/11/10
Pose Tracking  Pose Estimation  Max-margin  Articulated Shapes  
Biclustering Learning of Trading Rules 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 10, 页码: 2287-2298
作者:  Huang, Qinghua;  Wang, Ting;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(2102Kb)  |  收藏  |  浏览/下载：249/2  |  提交时间：2015/11/02
Biclustering  Machine Learning  Technical Analysis  Trading Rules  
A level set method with shape priors by using locality preserving projections 期刊论文
NEUROCOMPUTING, 2015, 卷号: 170, 页码: 188-200
作者:  Wang, Bin;  Gao, Xinbo;  Li, Jie;  Li, Xuelong;  Tao, Dacheng
Adobe PDF(7475Kb)  |  收藏  |  浏览/下载：204/1  |  提交时间：2015/11/02
Selective Image Segmentation  Active Contour  Level Set Method  Shape Priors  Locality Preserving Projections  
Aurora image segmentation by combining patch and texture thresholding 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2011, 卷号: 115, 期号: 3, 页码: 390-402
作者:  Gao, Xinbo;  Fu, Rong;  Li, Xuelong;  Tao, Dacheng;  Zhang, Beichen;  Yang, Huigen
Adobe PDF(1755Kb)  |  收藏  |  浏览/下载：479/1  |  提交时间：2015/10/20
Image Segmentation  Feature Extraction  Lbp  Aurora  Texture Segmentation  Otsu  Patch Segmentation  
Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 9, 页码: 1903-1915
作者:  Wang, Ying;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong;  Wang, Bin
Adobe PDF(3450Kb)  |  收藏  |  浏览/下载：141/1  |  提交时间：2015/09/30
Mass Segmentation  Computer-aided Diagnose  Vector-valued Level Set  Relaxed Shape Constraint  Mammograms  
Blind Image Quality Assessment via Deep Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: 6, 页码: 1275-1286
作者:  Hou, Weilong;  Gao, Xinbo;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(5671Kb)  |  收藏  |  浏览/下载：356/3  |  提交时间：2015/07/22
Deep Learning  Image Quality Assessment (Iqa)  Natural Scene Statistics (Nss)  No Reference  
Texture Classification and Retrieval Using Shearlets and Linear Regression 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 卷号: 45, 期号: 3, 页码: 358-369
作者:  Dong, Yongsheng;  Tao, Dacheng;  Li, Xuelong;  Ma, Jinwen;  Pu, Jiexin
Adobe PDF(3299Kb)  |  收藏  |  浏览/下载：226/1  |  提交时间：2015/07/15
Contourlets  Linear Regression  Shearlets  Subband Dependence  Texture Classification  Texture Retrieval