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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  
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.
Adobe PDF(1014Kb)  |  Favorite  |  View/Download:139/1  |  Submit date:2017/05/19
Collaborative Nonnegative Matrix Factorization (Cnmf)  Convolutional Neural Network (Cnn)  Hyperspectral Image (Hsi) Superresolution  
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  
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  
Block Principal Component Analysis With Nongreedy l(1)-Norm Maximization 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 11, 页码: 2543-2547
Authors:  Li, Bing Nan;  Yu, Qiang;  Wang, Rong;  Xiang, Kui;  Wang, Meng;  Li, Xuelong;  Li, BN (reprint author), Hefei Univ Technol, Dept Biomed Engn, Hefei 230009, Peoples R China.
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Block Principal Component Analysis (Bpca)  Dimensionality Reduction  l(1)-norm  Nongreedy Strategy  Outliers  
Video parsing via spatiotemporally analysis with images 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 卷号: 75, 期号: 19, 页码: 11961-11976
Authors:  Li, Xuelong;  Mou, Lichao;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(1835Kb)  |  Favorite  |  View/Download:518/3  |  Submit date:2016/10/13
Semantic Video Parsing  Transfer Learning  Maximum a Posterior (Map) Inference  Markov Random Felds (Mrf)  Prior Contextual Constraint  
Classifying Discriminative Features for Blur Detection 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 10, 页码: 2220-2227
Authors:  Pang, Yanwei;  Zhu, Hailong;  Li, Xinyu;  Li, Xuelong;  Pang, YW
Adobe PDF(741Kb)  |  Favorite  |  View/Download:74/1  |  Submit date:2016/11/02
Blur Detection  Classifier  Feature Extraction  Motion Blur  Support Vector Machine (Svm)  
Spatiotemporal Statistics for Video Quality Assessment 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2016, 卷号: 25, 期号: 7, 页码: 3329-3342
Authors:  Li, Xuelong;  Guo, Qun;  Lu, Xiaoqiang
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Video Quality Assessment  No-reference  3d-dct  Natural Video  Spatiotemporal Statistics  
Wireless and sensorless 3D ultrasound imaging 期刊论文
NEUROCOMPUTING, 2016, 卷号: 195, 页码: 159-171
Authors:  Gao, Haitao;  Huang, Qinghua;  Xu, Xiangmin;  Li, Xuelong
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3-d Ultrasound  Wireless Communication  Sensorless Volume Reconstruction  Speckle Decorrelation  
Mutual Component Analysis for Heterogeneous Face Recognition 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2016, 卷号: 7, 期号: 3
Authors:  Li, Zhifeng;  Gong, Dihong;  Li, Qiang;  Tao, Dacheng;  Li, Xuelong
Adobe PDF(886Kb)  |  Favorite  |  View/Download:361/1  |  Submit date:2016/04/08
Algorithms  Performance  Face Recognition  Heterogeneous Face Recognition  Mutual Component Analysis (Mca)