计算机工程2011，Vol.37Issue(24)：167-168,172,3.DOI:10.3969/j.issn.1000-3428.2011.24.056
基于双层背景的遗弃物检测方法
Abandoned Object Detection Method Based on Double Layer Background
摘要
Abstract
An abandoned objects detection method based on double background is presented in this paper. Sliding average model and improved Gaussian Mixture Model(GMM) are used respectively to construct separate reference and dynamic background. Compared the two prospects of the two layers, static object and ghost are labeled. Ghost can be eliminates by using the histogram matching method with the stationary objects. Based on the foreground detection, Mean Shift algorithm and particle filter algorithm are used to tracking. Experiment results prove the validity of the method.关键词
高斯混合模型/滑动平均算法/鬼影/静止前景检测/目标跟踪/遗弃物检测Key words
Gaussian Mixture Model(GMM)/ slide average algorithm/ ghost/ static foreground detection/ target tracking/ abandoned object detection分类
信息技术与安全科学引用本文复制引用
王琛,郭继昌,冯晓敏..基于双层背景的遗弃物检测方法[J].计算机工程,2011,37(24):167-168,172,3.基金项目
天津市科技支撑计划基金资助项目(10ZCKFGX00700) （10ZCKFGX00700）
