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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
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(3917Kb)  |  收藏  |  浏览/下载：363/3  |  提交时间：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
作者:  Yuan, Yuan;  Feng, Yachuang;  Lu, Xiaoqiang
Adobe PDF(1891Kb)  |  收藏  |  浏览/下载：199/1  |  提交时间：2017/12/25
Abnormal Event Detection  Abnormality Detector  Mixture Of Gaussian (Mog)  Statistical Hypothesis Test  
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
作者:  Lu, Xiaoqiang;  Zheng, Xiangtao;  Yuan, Yuan;  Lu, XQ
Adobe PDF(2613Kb)  |  收藏  |  浏览/下载：298/1  |  提交时间：2017/09/20
Adaptive Deconvolution Network  Remote Sensing Scene Classification  Unsupervised Representation Learning  
Learning deep event models for crowd anomaly detection 期刊论文
NEUROCOMPUTING, 2017, 卷号: 219, 页码: 548-556
作者:  Feng, Yachuang;  Yuan, Yuan;  Lu, Xiaoqiang;  Lu, Xiaoqiang (luxq666666@gmail.com)
Adobe PDF(946Kb)  |  收藏  |  浏览/下载：317/3  |  提交时间：2016/12/21
Deep Neural Network  Pcanet  Deep Gmm  Crowded Scene  Abnormal Event Detection  Video Surveillance  
Hyperspectral Image Classification via Multitask Joint Sparse Representation and Stepwise MRF Optimization 期刊论文
IEEE Transactions on Cybernetics, 2016, 卷号: 46, 期号: 12, 页码: 2966-2977
作者:  Yuan, Yuan;  Lin, Jianzhe;  Wang, Qi;  Wang, Q (reprint author), Northwestern Polytech Univ, Sch Comp Sci, Xian 710072, Peoples R China.
Adobe PDF(1493Kb)  |  收藏  |  浏览/下载：208/0  |  提交时间：2016/12/30
Hyperspectral Image (Hsi) Classification  Markov Random Field (Mrf)  Multitask  Sparse Representation