Specific vehicle detection and tracking in road environment

	Specific vehicle detection and tracking in road environment
	Zhang, Yang; Wang, Jinqiao; Fu, Wei; Lu, Hanqing; Xu, Huazhong
	2011
会议名称	ACM International Conference Proceeding Series
会议录名称	ACM International Conference Proceeding Series
页码	182-186
会议日期	2011
会议地点	Chennai, India
摘要	In this paper, we propose a real-time method to detect and track specific vehicles, toward monitoring the abnormal activities in the traffic environment. Firstly, a novel background subtraction approach is used to get the accurate foreground segmentations and shadow suppression. Then a HIK (Histogram Intersection Kernel) based SVM classifier is trained to recognize whether a vehicle is suspicious. Finally, the Camshift based tracking is used to fast track the specific vehicles. Experiments in a real traffic scenario show the promise of the proposed approach.
关键词	Specific Vehicle Detection Tracking Road Environment
收录类别	EI
文献类型	会议论文
条目标识符	http://ir.ia.ac.cn/handle/173211/4609
专题	紫东太初大模型研究中心_图像与视频分析
通讯作者	Wang, Jinqiao
推荐引用方式 GB/T 7714	Zhang, Yang,Wang, Jinqiao,Fu, Wei,et al. Specific vehicle detection and tracking in road environment[C],2011:182-186.