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Convex Multiview Semi-Supervised Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 12, 页码: 5718-5729
作者:  Nie, Feiping;  Li, Jing;  Li, Xuelong
Adobe PDF(2489Kb)  |  收藏  |  浏览/下载：211/1  |  提交时间：2017/12/25
Multiview Data  Semi-supervised Classification  Weight Learning  
Constrained Low-Rank Learning Using Least Squares-Based Regularization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4250-4262
作者:  Li, Ping;  Yu, Jun;  Wang, Meng;  Zhang, Luming;  Cai, Deng;  Li, Xuelong
Adobe PDF(1790Kb)  |  收藏  |  浏览/下载：201/1  |  提交时间：2017/12/26
Data Representation  Image Classification  Low-rank Learning  Regularization  Robust Recovery  
A Biologically Inspired Appearance Model for Robust Visual Tracking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 10, 页码: 2357-2370
作者:  Zhang, Shengping;  Lan, Xiangyuan;  Yao, Hongxun;  Zhou, Huiyu;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(2113Kb)  |  收藏  |  浏览/下载：202/0  |  提交时间：2017/12/25
Appearance Modeling  Biologically Inspiration  Sparse Coding  Visual Tracking  
Remote Sensing Image Scene Classification: Benchmark and State of the Art 期刊论文
PROCEEDINGS OF THE IEEE, 2017, 卷号: 105, 期号: 10, 页码: 1865-1883
作者:  Cheng, Gong;  Han, Junwei;  Lu, Xiaoqiang
Adobe PDF(1718Kb)  |  收藏  |  浏览/下载：903/0  |  提交时间：2017/12/25
Benchmark Data Set  Deep Learning  Handcrafted Features  Remote Sensing Image  Scene Classification  Unsupervised Feature Learning  
Dimensionality Reduction by Spatial-Spectral Preservation in Selected Bands 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5185-5197
作者:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, XQ
Adobe PDF(2869Kb)  |  收藏  |  浏览/下载：250/2  |  提交时间：2017/09/20
Band Selection  Determinantal Point Process (Dpp)  Dimensionality Reduction (Dr)  Multiple Laplacian Eigenmaps (Mles)  
Reweighted Infrared Patch-Tensor Model With Both Nonlocal and Local Priors for Single-Frame Small Target Detection 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 8, 页码: 3752-3767
作者:  Dai, Yimian;  Wu, Yiquan;  Wu, YQ
Adobe PDF(1655Kb)  |  收藏  |  浏览/下载：274/0  |  提交时间：2017/09/14
Infrared Patch-tensor Model  Infrared Small Target Detection  Local Structure Prior  Nonlocal Self-correlation Prior  Reweighted Higher Order Robust Principal Component Analysis  
AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 7, 页码: 3965-3981
作者:  Xia, Gui-Song;  Hu, Jingwen;  Hu, Fan;  Shi, Baoguang;  Bai, Xiang;  Zhong, Yanfei;  Zhang, Liangpei;  Lu, Xiaoqiang;  Xia, GS (reprint author), Wuhan Univ, State Key Lab Informat Engn Surveying Mapping Rem, Wuhan 430079, Peoples R China.
Adobe PDF(4297Kb)  |  收藏  |  浏览/下载：887/0  |  提交时间：2017/07/17
Aerial Images  Benchmark  Scene Classification  
Collective Representation for Abnormal Event Detection 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2017, 卷号: 32, 期号: 3, 页码: 470-479
作者:  Ye, Renzhen;  Li, Xuelong;  Ye, Renzhen (yerenzhen@mail.hzau.edu.cn)
Adobe PDF(1873Kb)  |  收藏  |  浏览/下载：258/1  |  提交时间：2017/05/31
Abnormal Detection  Collective Representation  Dictionary Learning  
Discovering Diverse Subset for Unsupervised Hyperspectral Band Selection 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 51-64
作者:  Yuan, Yuan;  Zheng, Xiangtao;  Lu, Xiaoqiang;  Yuan, Y (reprint author), Chinese Acad Sci, Xian Inst Opt & Precis Mech, Ctr Opt IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian 710119, Shaanxi, Peoples R China.
Adobe PDF(3800Kb)  |  收藏  |  浏览/下载：298/2  |  提交时间：2017/07/06
Hyperspectral Band Selection  Multiple Graphs  Determinantal Point Process  Hyperspectral Image Classification  Anomaly Detection  Target Detection