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Structured dictionary learning for abnormal event detection in crowded scenes 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 73, 页码: 99-110
Authors:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(3917Kb)  |  Favorite  |  View/Download:114/1  |  Submit date:2017/12/25
Video Surveillance  Abnormal Event Detection  Dictionary Learning  Sparse Representation  Reference Event  
Statistical Hypothesis Detector for Abnormal Event Detection in Crowded Scenes 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 11, 页码: 3597-3608
Authors:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1891Kb)  |  Favorite  |  View/Download:32/1  |  Submit date:2017/12/25
Abnormal Event Detection  Abnormality Detector  Mixture Of Gaussian (Mog)  Statistical Hypothesis Test  
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
Authors:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, XQ
Adobe PDF(2869Kb)  |  Favorite  |  View/Download:40/0  |  Submit date:2017/09/20
Band Selection  Determinantal Point Process (Dpp)  Dimensionality Reduction (Dr)  Multiple Laplacian Eigenmaps (Mles)  
Remote Sensing Scene Classification by Unsupervised Representation Learning 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2017, 卷号: 55, 期号: 9, 页码: 5148-5157
Authors:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, XQ
Adobe PDF(2613Kb)  |  Favorite  |  View/Download:95/0  |  Submit date:2017/09/20
Adaptive Deconvolution Network  Remote Sensing Scene Classification  Unsupervised Representation Learning  
Hyperspectral Image Superresolution by Transfer Learning 期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 卷号: 10, 期号: 5, 页码: 1963-1974
Authors:  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.
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Collaborative Nonnegative Matrix Factorization (Cnmf)  Convolutional Neural Network (Cnn)  Hyperspectral Image (Hsi) Superresolution  
Joint Dictionary Learning for Multispectral Change Detection 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 4, 页码: 884-897
Authors:  Lu, Xiaoqiang;  Yuan, Yuan;  Zheng, Xiangtao
Adobe PDF(3207Kb)  |  Favorite  |  View/Download:101/1  |  Submit date:2017/04/06
Automatic Threshold Selection  Change Detection  Joint Dictionary Learning  Multitemporal Remote Sensing  
Learning deep event models for crowd anomaly detection 期刊论文
NEUROCOMPUTING, 2017, 卷号: 219, 页码: 548-556
Authors:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(946Kb)  |  Favorite  |  View/Download:89/1  |  Submit date:2016/12/21
Deep Neural Network  Pcanet  Deep Gmm  Crowded Scene  Abnormal Event Detection  Video Surveillance  
Latent Semantic Minimal Hashing for Image Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 1, 页码: 355-368
Authors:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Li, Xuelong
Adobe PDF(4306Kb)  |  Favorite  |  View/Download:116/1  |  Submit date:2017/03/06
Hashing  Approximate Nearest Neighbor  Latent Semantic  Image Retrieval  
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
Authors:  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)  |  Favorite  |  View/Download:61/1  |  Submit date:2017/07/06
Hyperspectral Band Selection  Multiple Graphs  Determinantal Point Process  Hyperspectral Image Classification  Anomaly Detection  Target Detection  
A target detection method for hyperspectral image based on mixture noise model 期刊论文
NEUROCOMPUTING, 2016, 卷号: 216, 页码: 331-341
Authors:  Zheng, Xiangtao;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(1951Kb)  |  Favorite  |  View/Download:129/1  |  Submit date:2016/11/30
Hyperspectral Data  Subpixel  Target Detection