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面向智能监控的人类异常行为检测方法研究
学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
作者:
周培培
;
杨亮
收藏
  |  
浏览/下载:56/0
  |  
提交时间:2018/06/16
计算机视觉
视频分析
人群异常检测
暴力异常检测
人数异常检测
Action Extraction in Continuous Unconstrained Video for Cloud-Based Intelligent Service Robot
期刊论文
IEEE access, 2018
作者:
Huiwen Guo
;
Xinyu Wu
;
Nannan Li
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2019/01/31
Crowd motion segmentation and behavior recognition fusing streak flow and collectiveness
期刊论文
OPTICAL ENGINEERING, 2018, 卷号: 57, 期号: 4
作者:
Gao, Mingliang
;
Jiang, Jun
;
Shen, Jin
;
Zou, Guofeng
;
Fu, Guixia
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  |  
浏览/下载:6/0
  |  
提交时间:2019/12/11
crowd motion segmentation
crowd behavior recognition
collective
motion
streak flow
collectiveness
Real-time and generic queue time estimation based on mobile crowdsensing
期刊论文
FRONTIERS OF COMPUTER SCIENCE, 2017
Wang, Jiangtao
;
Wang, Yasha
;
Zhang, Daqing
;
Wang, Leye
;
Chen, Chao
;
Lee, Jae Woong
;
He, Yuanduo
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2017/12/03
mobile crowdsensing
queue time estimation
opportunistic and participatory sensing
PEOPLE
RECOGNITION
SCENES
Exemplar-AMMs: Recognizing Crowd Movements From Pedestrian Trajectories
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 页码: 2398-2406
作者:
Liu, Wenxi
;
Lau, Rynson W. H.
;
Wang, Xiaogang
;
Manocha, Dinesh
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/11/21
crowd simulation
Crowd behavior modeling
pattern recognition
video surveillance
Online Anomaly Detection in Crowd Scenes via Structure Analysis
期刊论文
ieee transactions on cybernetics, 2015, 卷号: 45, 期号: 3, 页码: 562-575
作者:
Yuan, Yuan
;
Fang, Jianwu
;
Wang, Qi
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  |  
浏览/下载:25/0
  |  
提交时间:2015/07/15
Anomaly detection
computer vision
machine learning
object tracking
structure analysis
video analysis
Understanding collective crowd behaviors: Learning a Mixture model of Dynamic pedestrian-Agents
会议论文
Proc. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2012., 美国
作者:
Bolei Zhou
;
Xiaogang Wang
;
Xiaoou Tang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2015/08/25
Approach for detecting crowd panic behavior based on fluid kinematic features and entropy (EI CONFERENCE)
会议论文
International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2011, November 19, 2011 - November 23, 2011, Suzhou, China
Cao S.
;
Zhang X.
;
Cao W.
;
Liu C.
;
Li Y.
;
Li P. C.
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  |  
浏览/下载:21/0
  |  
提交时间:2013/03/25
Crowd panic behavior detection is an important task in video analysis and event recognition
whose purpose is to detect when the panic behavior happened and alarming the abnormal event timely. In this paper
the crowd is regard as a fluid
and the crowd motion is described by four fluid kinematic features (divergence
vorticity
gradient tensor invariant and rotation tensor invariant). To discriminate the panic event from normal crowd behavior
an information entropy is calculated as a high level feature based on the fluid kinematic features. Experimental results show that the entropy raised dramatically once a panic event happened.
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