舰船电子工程2024,Vol.44Issue(2) :45-48.DOI:10.3969/j.issn.1672-9730.2024.02.010

一种融合背景差分和帧间差分的运动目标检测方法

A Moving Object Detection Method Fused with Background Difference and Frame Difference

刘思杨 程方
舰船电子工程2024,Vol.44Issue(2) :45-48.DOI:10.3969/j.issn.1672-9730.2024.02.010

一种融合背景差分和帧间差分的运动目标检测方法

A Moving Object Detection Method Fused with Background Difference and Frame Difference

刘思杨 1程方2
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作者信息

  • 1. 成都市金牛区营康西路85号 成都 610036
  • 2. 西安市碑林区友谊东路244号 西安 710054
  • 折叠

摘要

针对背景差分法和帧间差分法在运动目标检测中的缺点,提出了一种结合背景差分法和帧间差分法的新算法.首先将混合高斯模型建立的背景与当前帧进行差分处理,再使用帧间差分法获得差分图像,最后将两种差分结果融合检测运动目标,对目标轮廓和边界区域进行标记.实验显示,新算法对检测效果提升明显.

Abstract

Aiming at the shortcomings of background difference method and inter-frame difference method in moving object detection,a new algorithm combining background difference method and inter-frame difference method is proposed.First,the back-ground created by the Gaussian mixture model is differentiated from the current frame,and then the difference image is obtained by using the inter-frame difference method.Finally,the two difference results are fused to detect the moving target,and the target con-tour and boundary region are marked.The experiment shows that the new algorithm improves the detection effect significantly.

关键词

背景差分法/帧间差分法/混合高斯模型/目标检测

Key words

background difference method/interframe difference method/mixed Gaussian model/target detection

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出版年

2024
舰船电子工程
中国船舶重工集团公司第709研究所 中国造船工程学会 电子技术学术委员会

舰船电子工程

CSTPCD
影响因子:0.243
ISSN:1627-9730
参考文献量12
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