Occlusion Processing and Tracking Technology of Multiple Targets in Traffic Video Detection

	Occlusion Processing and Tracking Technology of Multiple Targets in Traffic Video Detection
	Zhao, Y. Y.; S. Jiang; Z. W. Qu and P. F. Tao
	2015
发表期刊	Advances in Mechanical Engineering
卷号	7 期号:1 页码:9
摘要	This paper reports an algorithm of traffic multiple targets occlusion processing and tracking based on both the prediction of Kalman filtering operators and the processing of the PCA-SIFT (Principle Component Analysis Scale Invariant Feature Transform) feature with the active operators. The Kalman filtering operators are used for both the prediction of occlusion event and the fast location of occlusion area. The template for each target in the occlusion area is built and the PCA-SIFT feature with the active contour operators is used to estimate and trace the multiple targets separately in the area. Through updating, the occlusion processing and tracking of multiple targets continue until the occlusion ends. Obtained results have shown that the algorithm in the paper can solve multiple targets occlusion and tracking effectively and accurately, comparing with the real trajectories.
收录类别	SCI
文献类型	期刊论文
条目标识符	http://ir.ciomp.ac.cn/handle/181722/55529
专题	中科院长春光机所知识产出
推荐引用方式 GB/T 7714	Zhao, Y. Y.,S. Jiang,Z. W. Qu and P. F. Tao. Occlusion Processing and Tracking Technology of Multiple Targets in Traffic Video Detection[J]. Advances in Mechanical Engineering,2015,7(1):9.
APA	Zhao, Y. Y.,S. Jiang,&Z. W. Qu and P. F. Tao.(2015).Occlusion Processing and Tracking Technology of Multiple Targets in Traffic Video Detection.Advances in Mechanical Engineering,7(1),9.
MLA	Zhao, Y. Y.,et al."Occlusion Processing and Tracking Technology of Multiple Targets in Traffic Video Detection".Advances in Mechanical Engineering 7.1(2015):9.

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