A rapid robust pedestrians target detection and extraction

	A rapid robust pedestrians target detection and extraction
	Zhang, Xiaokun; Wei, Benjie; Li, Shan
	2012
会议名称	2012 2nd International Conference on Computer Application and System Modeling, ICCASM 2012
会议日期	July 27, 2012 - July 29, 2012
会议地点	Shenyang, China
页码	1069-1071
通讯作者	Zhang, X. (sam@besti.edu.cn)
中文摘要	To meet the public security and criminal investigation requirement, this paper studies detecting and tracking of human motion through related theories on image processing and pattern recognition. The video information is obtained from video monitoring system (VMS). Background modeling is based on mixture Gaussian model. The background subtraction is used for detecting moving targets, separating the targets from the background and meanwhile eliminating shadows. This method can also accomplish binarization and connectivity analysis of human targets, mark rectangular frame of the human body and extract human targets. Therefore the image region which appeals to the criminal investigation can be acquired. Experimental results show the good performance of the algorithm which lays a solid foundation for further study on target tracking and recognition. © The Authors.
英文摘要	To meet the public security and criminal investigation requirement, this paper studies detecting and tracking of human motion through related theories on image processing and pattern recognition. The video information is obtained from video monitoring system (VMS). Background modeling is based on mixture Gaussian model. The background subtraction is used for detecting moving targets, separating the targets from the background and meanwhile eliminating shadows. This method can also accomplish binarization and connectivity analysis of human targets, mark rectangular frame of the human body and extract human targets. Therefore the image region which appeals to the criminal investigation can be acquired. Experimental results show the good performance of the algorithm which lays a solid foundation for further study on target tracking and recognition. © The Authors.
收录类别	EI
会议主办者	ASME; Taiyuan Institute of Technology
会议录	Proceedings of the 2012 International Conference on Computer Application and System Modeling, ICCASM 2012
会议录出版者	Atlantis Press, 29 avenue Laumiere, Paris, 75019, France
学科主题	空间技术
语种	英语
ISBN号	9789491216008
内容类型	会议论文
源URL	[http://ir.nssc.ac.cn/handle/122/2967]
专题	国家空间科学中心_空间技术部
推荐引用方式 GB/T 7714	Zhang, Xiaokun,Wei, Benjie,Li, Shan. A rapid robust pedestrians target detection and extraction[C]. 见:2012 2nd International Conference on Computer Application and System Modeling, ICCASM 2012. Shenyang, China. July 27, 2012 - July 29, 2012.