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Collect and select: Semantic alignment metric learning for few-shot learning 会议论文
Proceedings - 2019 International Conference on Computer Vision, ICCV 2019, Seoul, Korea, Republic of, 2019-10-27
作者:  Hao, Fusheng;  He, Fengxiang;  Cheng, Jun;  Wang, Lei;  Cao, Jianzhong;  Tao, Dacheng
Adobe PDF(591Kb)  |  收藏  |  浏览/下载：442/0  |  提交时间：2020/04/09
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：263/0  |  提交时间：2019/07/17
Cauchy loss function (CLF)  grouping effect  noise suppression  similarity matrix  subspace clustering  
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：244/1  |  提交时间：2018/05/14
Cluster Ensemble  Discriminative Constraint  Manifold Structure  Set Covering  
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：237/5  |  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：294/3  |  提交时间：2015/11/13
Image Quality Assessment (Iqa)  Learning Preferences  Learning To Rank  Multiple Kernel Learning (Mkl)  Universal Blind Iqa (bIqa)  
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：235/1  |  提交时间：2015/07/15
Contourlets  Linear Regression  Shearlets  Subband Dependence  Texture Classification  Texture Retrieval  
Dayside aurora classification via BIFs-based sparse representation using manifold learning 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2014, 卷号: 91, 期号: 11, 页码: 2415-2426
作者:  Han, Bing;  Zhao, Xiaojing;  Tao, Dacheng;  Li, Xuelong;  Hu, Zejun;  Hu, Hongqiao
Adobe PDF(459Kb)  |  收藏  |  浏览/下载：247/1  |  提交时间：2015/03/19
65d19  65f05  62h30  68u10  C1 Unit Features  Dayside Aurora Classification  Biologically Inspired Features  Gist Features  Discriminative Locality Alignment  
Spectral-Spatial Constraint Hyperspectral Image Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 卷号: 52, 期号: 3, 页码: 1811-1824
作者:  Ji, Rongrong;  Gao, Yue;  Hong, Richang;  Liu, Qiong;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(3921Kb)  |  收藏  |  浏览/下载：311/1  |  提交时间：2015/03/18
Hypergraph Learning  Hyperspectral  Image Classification  Spatial-constraint  
A Comprehensive Survey to Face Hallucination 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2014, 卷号: 106, 期号: 1, 页码: 9-30
作者:  Wang, Nannan;  Tao, Dacheng;  Gao, Xinbo;  Li, Xuelong;  Li, Jie
Adobe PDF(1190Kb)  |  收藏  |  浏览/下载：319/1  |  提交时间：2015/03/18
Face Hallucination  Face Sketch-photo Synthesis  Face Super-resolution  Heterogeneous Image Transformation  
Image Annotation By Multiple-Instance Learning With Discriminative Feature Mapping and Selection 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 5, 页码: 669-680
作者:  Hong Richang;  Wang Meng;  Gao Yue;  Tao Dacheng;  Li Xuelong;  Wu Xindong
Adobe PDF(10610Kb)  |  收藏  |  浏览/下载：281/1  |  提交时间：2015/03/18