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复杂环境下的快速逆行检测跟踪算法
引用本文:梁东升,赵连超,陈永康,何盛鸿.复杂环境下的快速逆行检测跟踪算法[J].计算机工程与应用,2015,51(13):186-190.
作者姓名:梁东升  赵连超  陈永康  何盛鸿
作者单位:1.广州市地下铁道总公司 工程研发中心,广州 510030 2.华南理工大学 自动化科学与工程学院,广州 510640 3.广州复旦奥特科技股份有限公司,广州 510095
基金项目:广州市科技计划资助项目(No.2011Y5-00009)。
摘    要:提出了一种基于光流法的复杂环境逆行检测方法。计算每一帧视频图像中运动区域的光流矢量,并用于判断图像中是否存在逆行,这就是逆行的速报;扩充速报区域,并连续计算和跟踪新区域的光流矢量,用于进一步确认该事件是否为真正的逆行事件,这就是逆行的精报。为验证该算法的有效性,与传统的光流法检测逆行的效果进行了对比实验,结果表明其在逆行的检测时间和检测准确率上均比传统光流法表现更优。

关 键 词:光流  逆行  速报  精报  

Rapid detecting and tracking algorithm of retrogrademotion in complex environment
LIANG Dongsheng,ZHAO Lianchao,CHEN Yongkang,HE Shenghong.Rapid detecting and tracking algorithm of retrogrademotion in complex environment[J].Computer Engineering and Applications,2015,51(13):186-190.
Authors:LIANG Dongsheng  ZHAO Lianchao  CHEN Yongkang  HE Shenghong
Affiliation:1.Engineering R & D Center,Guangzhou Metro Corporation, Guangzhou 510030, China 2.School of Automation Science and Engineering, South China University of Technology, Guangzhou 510640, China 3.Guangzhou Fudan Auto Science & Technology Inc., Guangzhou 510095, China
Abstract:A retrograde-motion detecting method based on optical flow is proposed for retrograde-motion detection in a complex environment. Firstly, the optical flow of the movement area in each frame is calculated, and used to determine whether there may be retrograde-motion, this is called quick reporting. Then the report area is expanded, and the optical flow in the new area is calculated and tracked continuous to confirm whether it is real retrograde-motion, this is called exact reporting. To verify the effectiveness of the method, a comparison experiment with the traditional optical flow method is conducted. The results show that the better performance in terms of detection time and accuracy can be achieved using this method.
Keywords:optical flow  retrograde-motion  quick report  accurate report
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