Video Based Effective Density Measurement for Wireless Traffic Control Application

R. Awan, F. Rani
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引用次数: 2

Abstract

In many countries, transport system basically works on the static scenario. There is a fix duration for which the red & green signals used to open and close and it remains same for almost all times of day whether the roads have heavy traffic or low. There is no real time timing calculation. Because of this situation the traffic is not so properly adjusted and handled on the roads. We have developed a new and relatively easier method for image processing of traffic. To monitor traffic flows is not new; this research is examining the integration of digital video and image processing to improve the transport system and try to reduce the traffic jams. A technique has been developed to process the digital data, in real time, to estimate traffic density directly from the video images. The algorithm is capable of detecting vehicles and calculates traffic density, using image processing techniques. We have named the application as "IntelliSig", Intelligent Signals.
基于视频的有效密度测量在无线交通控制中的应用
在许多国家,运输系统基本上是在静态情况下工作的。有一个固定的时间,红色和绿色的信号用来打开和关闭,它保持不变,几乎所有时间的道路,无论交通繁忙或低。没有实时计时计算。由于这种情况,道路上的交通没有得到很好的调整和处理。我们开发了一种新的相对简单的交通图像处理方法。监控交通流量并不是什么新鲜事;这项研究正在研究数字视频和图像处理的集成,以改善交通系统,并试图减少交通堵塞。已经开发了一种技术,可以实时处理数字数据,直接从视频图像中估计交通密度。该算法能够检测车辆,并利用图像处理技术计算交通密度。我们把这个应用程序命名为“智能信号”。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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