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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：270/0  |  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：274/0  |  提交时间：2019/04/12
Active contour model (ACMs)  image segmentation  kernelization  level set method (LSM)  shape context  shape prior  topology-preserving  
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：330/1  |  提交时间：2016/10/13
Cascaded Linear Regression  Example Learning Based  Image Super-resolution  K-means  
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：443/2  |  提交时间：2016/01/22
Auroral Substorm Detection  Sequence Motion Analysis  Shape Constraint  Sparse And Low-rank  Decomposition (Sld)  
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：214/1  |  提交时间：2015/11/02
Selective Image Segmentation  Active Contour  Level Set Method  Shape Priors  Locality Preserving Projections  
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：241/5  |  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：299/3  |  提交时间：2015/11/13
Image Quality Assessment (Iqa)  Learning Preferences  Learning To Rank  Multiple Kernel Learning (Mkl)  Universal Blind Iqa (bIqa)  
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：266/2  |  提交时间：2015/11/02
Biclustering  Machine Learning  Technical Analysis  Trading Rules  
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：372/3  |  提交时间：2015/07/22
Deep Learning  Image Quality Assessment (Iqa)  Natural Scene Statistics (Nss)  No Reference  
Learning Multiple Linear Mappings for Efficient Single Image Super-Resolution 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 3, 页码: 846-861
作者:  Zhang, KB;  Tao, DC;  Gao, XB;  Li, XL;  Xiong, ZG
Adobe PDF(3934Kb)  |  收藏  |  浏览/下载：182/1  |  提交时间：2015/11/20