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一种基于帧差分法与快速图分割相结合的运动目标检测方法

陈佳 朱长仁 钱智明

现代电子技术Issue(3):13-17,22,6.
现代电子技术Issue(3):13-17,22,6.DOI:10.16652/j.issn.1004-373x.2016.03.004

一种基于帧差分法与快速图分割相结合的运动目标检测方法

A moving target detection method based on integration of frame difference method and fast image segmentation

陈佳 1朱长仁 2钱智明1

作者信息

  • 1. 国防科学技术大学 电子科学与工程学院 ATR重点实验室,湖南 长沙 410073
  • 2. 武警福建总队直属支队,福建 福州 350001
  • 折叠

摘要

Abstract

The target area acquired by the frame difference method after pretreatment becomes hollowing or is split into several disconnected parts,and it is difficult for computer to judge whether the multiple parts belong to one object,so a moving target detection method based on integration of three⁃frame difference method and fast image segmentation is proposed. The three⁃frame difference operation and image⁃based fast segmentation for sequential images are conducted,and then the decision rule is fused by definition to carry out mutual supplementation and restraint of the difference results and image segmentation region block,after that,the sub⁃region blocks corresponding to the decision rule are combined,and the position and outline of the moving target are extracted precisely. The experimental results show this method can effectively improve the integrity of the moving target detection.

关键词

目标检测/帧差分/图像分割/最小生成树/视频监控

Key words

target detection/frame difference/image segmentation/minimum spanning tree/video surveillance

分类

信息技术与安全科学

引用本文复制引用

陈佳,朱长仁,钱智明..一种基于帧差分法与快速图分割相结合的运动目标检测方法[J].现代电子技术,2016,(3):13-17,22,6.

基金项目

国防科大ATR重点实验室项目资助;国防科大创新论文资助 ()

现代电子技术

OA北大核心CSTPCD

1004-373X

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