Computer Engineering and Applications ›› 2010, Vol. 46 ›› Issue (4): 191-192.DOI: 10.3778/j.issn.1002-8331.2010.04.061

• 图形、图像、模式识别 • Previous Articles     Next Articles

Effective algorithm of background extraction and updating

YUAN Wei-cai,XU Xiang-min   

  1. School of Electronics and Information,South China University of Technology,Guangzhou 510640,China
  • Received:2008-08-13 Revised:2008-12-04 Online:2010-02-01 Published:2010-02-01
  • Contact: YUAN Wei-cai

一种有效的动态背景提取及更新方法

袁伟才,徐向民   

  1. 华南理工大学 电子与信息学院,广州 510640
  • 通讯作者: 袁伟才

Abstract: To extract good background image from complex scenes,this paper proposes an algorithm of background extraction based on both frame-difference and background subtraction,and using multi-level adaptive background update strategy,it can avoid the effect of new objects to the background and eliminate the ghosts caused by the move-away of background objects.Experiment shows it is a practical method that is robust under lighting variations,fast in speed,satisfactory in updating performance.

Key words: background extraction, background updating, frame-difference, background subtraction

摘要: 为了从复杂环境中获取高质量背景图像,提出一种基于帧间差分和背景减除法相结合的背景提取算法,采用多层次自适应背景更新的策略,能够克服新增物体对背景的影响,并能及时消除由于背景物体移出而造成的鬼影。实验证明该算法对光线变化鲁棒性高、速度快、更新效果好。

关键词: 背景提取, 背景更新, 帧间差分, 背景差分

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