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DOI:
计算机系统应用英文版:2012,21(5):184-188
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体育视频中场地自动检测方法
(杭州电子科技大学 计算机学院, 杭州 310018)
Automatic Detecting Field in Sport Video
(School of Computer, Hangzhou Dianzi University, Hangzhou 310018, China)
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Received:August 21, 2011    Revised:October 03, 2011
中文摘要: 主要针对虚拟广告系统设计了简单而有效的算法来实现体育视频中场地检测,首先通过基于颜色空间直方图统计的方法实现了场地主区域的自动提取,再通过Top-Hat 变换和改进的最大类间方差法实现了场地边缘检测,最后通过Hough 直线检测和最小二乘拟合相结合的方法精确检测到所有的场地线。大量的实验表明,本文提出的场地检测方法对于羽毛球场地,网球场地,乒乓球场地等都有很好的检测效果,提取结果可用于摄像机定标和比赛场地的重建。
Abstract:In the virtual advertisement system, we use several simple and effective algorithm to solve the field detection problem in the sport video. Firstly, through a method based on color space histogram, we automatically detect the main area venues. Secondly, through Top-hat transform and the improved otsu algorithm to detect area edge. Finally, the Hough line detection and the least squares fitting method of combining accurate detection of all lines. Through A large number of experiments show that this method has a good effect on badminton field, tennis field and table tennis field. The results can be used for camera calibration and venues reconstruction.
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基金项目:浙江省重大科技专项(2009C03015-4)
引用文本:
殷伟良,陈临强,李伟.体育视频中场地自动检测方法.计算机系统应用,2012,21(5):184-188
YIN Wei-Liang,CHEN Lin-Qiang,LI Wei.Automatic Detecting Field in Sport Video.COMPUTER SYSTEMS APPLICATIONS,2012,21(5):184-188