OpenCV视频的区域入侵检测软件开发

摘要传统的视频监控系统有很多不便管理之处，由于科技的发展，生活水平逐渐提高，环境安全问题越来越得到重视，人们对此有了更高的要求，此时便需要研究一种更加高效的、并且具备普适性的区域入侵检测方式。82792

本文研究的主要内容是：基于视频的区域入侵检测软件开发。文中首先介绍了此项目的背景、研究意义和开发中所借助的工具，然后对系统所需的原理进行说明与分析。整个过程包括目标检测、目标跟踪、区域入侵等模块，涉及背景建模、检测前景像素点、去除噪声等步骤，运用了混合高斯模型、Median滤波、卡尔曼滤波等方法，并在重点部分列举出了具体的算法。

软件采用VC++和OpenCV进行设计，在前期算法的基础上检测试验目标入侵，完成算法，可以在基于给定的视频实现被监控区域的警戒，完成当目标闯入被监控区域后，能够在监控画面上出现较醒目的提示信息并及时地进行报警。能够在发生异常的情况时及时发出警报或提供有用信息，从而有效地协助安全人员处理危机。

毕业论文关键词智能监控报警算法

毕业设计说明书外文摘要

Title Software development of regional intrusion detection based on video

Abstract The traditional video monitoring system has a lot of inconvenience management place, due to the development of science and technology, gradually raise the standard of living, environmental security has been more and more important。 People have higher requirements, at this time it need to study a more efficient, and has the universal suitable of regional intrusion detection methods。

The main content of this paper is: the development of video based regional intrusion detection software。 Firstly, this paper introduces the background, research meaning and the tools used in the development of this project, and then explains the principle of the system。 The whole process, including target detection, target tracking, intrusion etc。 module involving background modeling, detection of foreground pixels, removal of noise and other steps, using the Gaussian mixture model, median filtering, Kalman filtering method, and in some important part enumerate the specific algorithm。

The software uses VC + + and OpenCV to design, in the previous algorithm based on test target invasion, completion of the algorithm, based on a given video surveillance area alert, when the target into the monitored area to on the monitor screen appears with the striking cue information and timely alarm。 In the event of abnormal situation in a timely manner to issue a warning or provide useful information, and thus effectively assist the security personnel to deal with the crisis。

Keywords Intelligent Monitoring Alarm Algorithm

1 引言 1

1。1 研究背景及意义 1

1。2 发展及研究现状 1

1。3 开发工具的介绍 2

2 需求分析 4

2。1 研究问题 4

2。2 研究手段 4

2。3 论文主要内容 4

3 概要设计 5

3。1 目标检测技术 5

3。2 目标跟踪技术 6

3。3 入侵检测算法 6

4 详细设计 7

4。1 工作过程 7

4。2 算法分析 7

5 运行结果演示14

5。1 选定ROI区域及目标区域 16

5。2 前景目标进入目标区域 17

5。3 前景目标离开目标区域 18

5。4 程序运行结束 20

结论 21

致谢 22 OpenCV视频的区域入侵检测软件开发:http://www.youerw.com/jisuanji/lunwen_97283.html