CASIA OpenIR  > 智能感知与计算研究中心
Video-Based Crowd Density Estimation and Prediction System for Wide-Area Surveillance
Cao Lijun; Huang Kaiqi; Kaiqi, Huang
2013-05-01
发表期刊CHINA COMMUNICATIONS
卷号10期号:5页码:79-88
文章类型Article
摘要Crowd density estimation in wide areas is a challenging problem for visual surveillance. Because of the high risk of degeneration, the safety of public events involving large crowds has always been a major concern. In this paper, we propose a video-based crowd density analysis and prediction system for wide-area surveillance applications. In monocular image sequences, the Accumulated Mosaic Image Difference (AMID) method is applied to extract crowd areas having irregular motion. The specific number of persons and velocity of a crowd can be adequately estimated by our system from the density of crowded areas. Using a multi-camera network, we can obtain predictions of a crowd's density several minutes in advance. The system has been used in real applications, and numerous experiments conducted in real scenes (station, park, plaza) demonstrate the effectiveness and robustness of the proposed method.
关键词Crowd Density Estimation Prediction System Amid Visual Surveillance
WOS标题词Science & Technology ; Technology
关键词[WOS]SCENES
收录类别SCI
语种英语
项目资助者National Natural Science Foundation of China(61175007) ; National Key Technologies RD Program(2012BAH07B01) ; National Key Basic Research Program of China (973 Program)(2012CB316302)
WOS研究方向Telecommunications
WOS类目Telecommunications
WOS记录号WOS:000319128000008
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/11817
专题智能感知与计算研究中心
通讯作者Kaiqi, Huang
作者单位Chinese Acad Sci CASIA, Inst Automat, NLPR, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714
Cao Lijun,Huang Kaiqi,Kaiqi, Huang. Video-Based Crowd Density Estimation and Prediction System for Wide-Area Surveillance[J]. CHINA COMMUNICATIONS,2013,10(5):79-88.
APA Cao Lijun,Huang Kaiqi,&Kaiqi, Huang.(2013).Video-Based Crowd Density Estimation and Prediction System for Wide-Area Surveillance.CHINA COMMUNICATIONS,10(5),79-88.
MLA Cao Lijun,et al."Video-Based Crowd Density Estimation and Prediction System for Wide-Area Surveillance".CHINA COMMUNICATIONS 10.5(2013):79-88.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
7---CAO Lijun.pdf(8184KB)期刊论文作者接受稿开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Cao Lijun]的文章
[Huang Kaiqi]的文章
[Kaiqi, Huang]的文章
百度学术
百度学术中相似的文章
[Cao Lijun]的文章
[Huang Kaiqi]的文章
[Kaiqi, Huang]的文章
必应学术
必应学术中相似的文章
[Cao Lijun]的文章
[Huang Kaiqi]的文章
[Kaiqi, Huang]的文章
相关权益政策
暂无数据
收藏/分享
文件名: 7---CAO Lijun.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。