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Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection 期刊亚洲彩票app下载
IEEE Transactions on Geoscience and Remote Sensing, 2019, 卷号: 57, 期号: 7, 页码: 4810-4822
作者:  Zhang, Wuxia;  Lu, Xiaoqiang;  Li, Xuelong
Adobe PDF(2142Kb)  |  收藏  |  浏览/下载:39/0  |  提交时间:2019/07/17
Convex nonnegative matrix factorization (CNMF)  hyperspectral anomaly detection  hyperspectral imagery  similarity constrained  
Subspace clustering guided convex nonnegative matrix factorization 期刊亚洲彩票app下载
NEUROCOMPUTING, 2018, 卷号: 292, 页码: 38-48
作者:  Cui, Guosheng;  Li, Xuelong;  Dong, Yongsheng;  Dong, YS (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(979Kb)  |  收藏  |  浏览/下载:91/1  |  提交时间:2018/04/26
Convex Nonnegative Matrix Factorization  Subspace Clustering  Multiple Centroids  Geometry Structure  Image Clustering  
Refined-Graph Regularization-Based Nonnegative Matrix Factorization 期刊亚洲彩票app下载
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 9, 期号: 1
作者:  Li, Xuelong;  Cui, Guosheng;  Dong, Yongsheng;  Dong, Yongsheng (dongyongsheng98@163.com)
Adobe PDF(1136Kb)  |  收藏  |  浏览/下载:136/0  |  提交时间:2017/09/26
Data Representation  Refined-graph  Nonnegative Matrix Factorization (Nmf)  Least Squares Regression  Image Clustering  
Nonnegative Discriminant Matrix Factorization 期刊亚洲彩票app下载
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 7, 页码: 1392-1405
作者:  Lu, Yuwu;  Lai, Zhihui;  Xu, Yong;  Li, Xuelong;  Zhang, David;  Yuan, Chun
Adobe PDF(1742Kb)  |  收藏  |  浏览/下载:72/0  |  提交时间:2017/08/18
Discriminative Ability  Face Recognition  Maximum Margin Criterion (Mmc)  Nonnegative Matrix Factorization (Nmf)  
Hyperspectral Image Superresolution by Transfer Learning 期刊亚洲彩票app下载
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 5, 页码: 1963-1974
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Lu, XQ (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr OPT IMagery Anal & Learning OPTIMAL, Xian 710119, Peoples R China.
Adobe PDF(1014Kb)  |  收藏  |  浏览/下载:183/2  |  提交时间:2017/05/19
Collaborative Nonnegative Matrix Factorization (Cnmf)  Convolutional Neural Network (Cnn)  Hyperspectral Image (Hsi) Superresolution  
Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization 期刊亚洲彩票app下载
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2628-2642
作者:  Zhao, Xueyi;  Li, Xi;  Zhang, Zhongfei;  Shen, Chunhua;  Zhuang, Yueting;  Gao, Lixin;  Li, Xuelong;  Li, X (reprint author), Zhejiang Univ, Coll Comp Sci, Hangzhou 310027, Zhejiang, Peoples R China.
Adobe PDF(3419Kb)  |  收藏  |  浏览/下载:76/1  |  提交时间:2016/12/30
Feature Learning  Nonnegative Matrix Factorization (Nmf)  Online Algorithm  Parallel Computing  
Projective robust nonnegative factorization 期刊亚洲彩票app下载
INFORMATION SCIENCES, 2016, 卷号: 364, 页码: 16-32
作者:  Lu, Yuwu;  Lai, Zhihui;  Xu, Yong;  You, Jane;  Li, Xuelong;  Yuan, Chun
Adobe PDF(1389Kb)  |  收藏  |  浏览/下载:66/1  |  提交时间:2016/09/22
Robust  Nonnegative Matrix Factorization  Graph Regularization  Face Recognition  
Nonnegative Multiresolution Representation-Based Texture Image Classification 期刊亚洲彩票app下载
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:117/5  |  提交时间:2015/11/25
Theory  Experimentation  Nonnegative Matrix Factorization  Texture Classification  Histogram  Manifold Regularization  Hessian Regularization  
Projection-Based NMF for Hyperspectral Unmixing 期刊亚洲彩票app下载
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2015, 卷号: 8, 期号: 6, 页码: 2632-2643
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1781Kb)  |  收藏  |  浏览/下载:265/3  |  提交时间:2015/09/14
Hyperspectral Unmixing  Nonnegative Matrix Factorization (Nmf)  Spectral Library  Subspace Projection  
Topographic NMF for Data Representation 期刊亚洲彩票app下载
IEEE TRANSACTIONS ON CYBERNETICS, 2014, 卷号: 44, 期号: 10, 页码: 1762-1771
作者:  Xiao, Yanhui;  Zhu, Zhenfeng;  Zhao, Yao;  Wei, Yunchao;  Wei, Shikui;  Li, Xuelong
Adobe PDF(1137Kb)  |  收藏  |  浏览/下载:135/0  |  提交时间:2015/03/18
Data Clustering  Dimension Reduction  Feature Invariance  Machine Learning  Nonnegative Matrix Factorization