高速公路交通监控系统(HTSS)使用OpenCV

Z. Wafi, R. Ahmad, M. P. Paulraj
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引用次数: 14

摘要

由于过去几年的交通事故;多功能技术监测系统的发展日益受到重视。智能相机的使用是解决交通问题的一种解决方案,智能相机是一种可以执行远远超出简单拍照和录制视频的任务的相机。高速公路交通监控系统(HTSS)是用来监控道路,防止事故发生,同时找出事故发生的原因。这是通过实现一些图像视觉协议,如高斯和Canny来实现的。本文将讨论摄像机-视频监控在不同道路环境中的跟踪能力,包括对移动车辆的检测。编程方法将采用OpenCV的函数式编程,它可以在Windows和Linux操作系统下运行。本文还将研究在GNU Linux下计算机视觉编程与网络套接字编程相结合的结果。最后,本文将尝试讨论设计问题和挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Highways Traffic Surveillance System (HTSS) using OpenCV
Due to the traffic accidents over the last few years; the development of surveillance systems with multifunctional techniques has received increasing attention. The use of the smart camera is one solution to solve the traffic problems, Smart cameras are cameras that can perform tasks far beyond simply taking photos and recording videos. Highways Traffic Surveillance System (HTSS) is used to monitor the roads in preventing accidents at the same time finding what causes the accidents. This is done by implementing some image vision protocols as that of Gaussian and Canny. This paper will discuss about the camera-video-surveillance capabilities of tracking across different and varied road environments including detection of moving vehicles. The programming method used will be the functional programming of OpenCV which could be operated under both, Windows and Linux OS. This paper will also examine the result of the combination of computer vision programming and the network socket programming under GNU Linux. At the end, this paper will attempt to discuss the design issues and challenges.
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