An Algorithm of the Target Detection and Tracking of the Video

被引：4
|
作者：
Huang, Min [1 ]
Chen, Gang [1 ]
Yang, Guo-feng [1 ]
Cao, Rui [1 ]
机构：
[1] Zhengzhou Univ Light Ind, Coll Comp & Commun Engn, Zhengzhou 450002, Peoples R China
来源：
2012 INTERNATIONAL WORKSHOP ON INFORMATION AND ELECTRONICS ENGINEERING | 2012年 / 29卷
关键词：
Gaussian mixture model; HSV-color matching; Hough; target tracking;
D O I：
10.1016/j.proeng.2012.01.352
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
Target detection and tracking of the video is an important part of intelligent monitoring system. This paper proposes an algorithm which uses the matching trajectory to realize the target tracking which based on the Gaussian mixture model. Firstly we use background subtraction to detect the target. Secondly, the feature of the color information, position information, shape information and modified Hough arithmetic are used to find the matching trajectory. At last, we get the result of target tracking. Experimental result shows the method has shorter matching time based on the good detection rate in target detection and tracking. (C) 2011 Published by Elsevier Ltd.
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页码：2567 / 2571
页数：5
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