Multi-person tracking based on video information fusion

doi:10.4028/www.scientific.net/AMR.187.452

	Multi-person tracking based on video information fusion
	Cao, Jie; Zheng, Jing Run
	2011
会议名称	2011 International Conference on Sport Material, Modelling and Simulation, ICSMMS 2011
会议录名称	Advanced Materials Research
卷号	187
页码	452-457
会议日期	January 27, 2011 - January 28, 2011
会议地点	Shenzhen, China
出版者	Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany
摘要	In order to solve the problem that human objects in complex environments would be affected by illumination, deformation, moving, etc, a multi-feature information fusion based video tracking approach was proposed. In a particle filter framework, both the face color information and the head contour cue were fused effectively.This method overcomed the instability brought by using a single measurement source, and improved the tracking accuracy and reliability. Experiments on real video sequences demonstrate that in the same case our approach has more reliable performance than trackers utilizing only color or contour information with particle filter. © (2011) Trans Tech Publications.
关键词	Color Data fusion Information fusion Nonlinear filtering Video recording Contour Face color Multitarget Particle filter Video tracking
DOI	10.4028/www.scientific.net/AMR.187.452
收录类别	EI
语种	英语
EI入藏号	20111213761535
EI主题词	Target tracking
ISSN	10226680
来源库	Compendex
分类代码	716 Telecommunication; Radar, Radio and Television - 723.2 Data Processing and Image Processing - 741.1 Light/Optics - 903.1 Information Sources and Analysis
引用统计	被引频次[WOS]：0 [WOS记录] [WOS相关记录]
文献类型	会议论文
条目标识符	https://ir.lut.edu.cn/handle/2XXMBERH/116271
专题	兰州理工大学
作者单位	College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, 730050, China
第一作者单位	兰州理工大学
推荐引用方式 GB/T 7714	Cao, Jie,Zheng, Jing Run. Multi-person tracking based on video information fusion[C]:Trans Tech Publications, P.O. Box 1254, Clausthal-Zellerfeld, D-38670, Germany,2011:452-457.