CASIA OpenIR  > 09年以前成果
Principal axis-based correspondence between multiple cameras for people tracking
Hu, WM; Zhou, X; Tan, TN; Lou, JG; Maybank, S
2006-04-01
发表期刊IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
卷号28期号:4页码:663-671
文章类型Article
摘要Visual surveillance using multiple cameras has attracted increasing interest in recent years. Correspondence between multiple cameras is one of the most important and basic problems which visual surveillance using multiple cameras brings. In this paper, we propose a simple and robust method, based on principal axes of people, to match people across multiple cameras. The correspondence likelihood reflecting the similarity of pairs of principal axes of people is constructed according to the relationship between "ground-points" of people detected in each camera view and the intersections of principal axes detected in different camera views and transformed to the same view. Our method has the following desirable properties: 1) Camera calibration is not needed. 2) Accurate motion detection and segmentation are less critical due to the robustness of the principal axis-based feature to noise. 3) Based on the fused data derived from correspondence results, positions of people in each camera view can be accurately located even when the people are partially occluded in all views. The experimental results on several real video sequences from outdoor environments have demonstrated the effectiveness, efficiency, and robustness of our method.
关键词Correspondence Between Multiple Cameras Principal Axes People Tracking
WOS标题词Science & Technology ; Technology
关键词[WOS]REAL-TIME TRACKING ; MOTION ; SURVEILLANCE
收录类别SCI
语种英语
WOS研究方向Computer Science ; Engineering
WOS类目Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号WOS:000235253300016
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9333
专题09年以前成果
作者单位1.Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing 100080, Peoples R China
2.Univ London Birkbeck Coll, Sch Comp Sci & Informat Syst, London WC1E 7HX, England
推荐引用方式
GB/T 7714
Hu, WM,Zhou, X,Tan, TN,et al. Principal axis-based correspondence between multiple cameras for people tracking[J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,2006,28(4):663-671.
APA Hu, WM,Zhou, X,Tan, TN,Lou, JG,&Maybank, S.(2006).Principal axis-based correspondence between multiple cameras for people tracking.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,28(4),663-671.
MLA Hu, WM,et al."Principal axis-based correspondence between multiple cameras for people tracking".IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 28.4(2006):663-671.
条目包含的文件
条目无相关文件。
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
[Hu, WM]的文章
[Zhou, X]的文章
[Tan, TN]的文章
百度学术
百度学术中相似的文章
[Hu, WM]的文章
[Zhou, X]的文章
[Tan, TN]的文章
必应学术
必应学术中相似的文章
[Hu, WM]的文章
[Zhou, X]的文章
[Tan, TN]的文章
相关权益政策
暂无数据
收藏/分享
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。