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结合单高斯背景建模和三帧差分的静态目标监控

ombined with single gaussian background modeling and three frame difference of static target monitoring

中文摘要英文摘要

本文主要介绍利用运动目标检测方法来检测静态目标。研究了两种运动目标检测方法:三帧间差分法和单高斯背景建模法,简述并对比了两种方法的适用范围及优缺点。结合三帧间差分法和单高斯背景建模法进行检测,再对检测结果进行膨胀腐蚀和开闭运算等形态学处理,可以有效检测出运动目标并尽量消除噪声和阴影的干扰。实验结果表明,此方法检测效果较好,具有较强的适应性和鲁棒性。

his paper mainly introduces the use of the motion object detection algorithms to detect static target. Two methods of moving target detection are studied: three frame differencing and the single Gaussian background modeling method. Then I briefly describe the applicable scope of the two methods and their advantage or disadvantage. Our detection method combine with three frame differencing and the single Gaussian background modeling method.And processing the detection result with inflation, corrosion and morphological open-close operation.as a result, some noises and disturbance which from detection result could be removed effectively. The experiment result indicates that our method has strong adaptability and robustness.

岑明浩、吴小培、徐以鹏、赵楠

自动化技术、自动化技术设备

计算机应用单高斯背景建模三帧间差分静态目标监控

computer applicationsingle Gaussian background modelthree frame differencingstatic target monitoring

岑明浩,吴小培,徐以鹏,赵楠.结合单高斯背景建模和三帧差分的静态目标监控[EB/OL].(2015-06-25)[2025-08-11].http://www.paper.edu.cn/releasepaper/content/201506-310.点此复制

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