Visual road traffic monitoring and data collection

E. Dagless, A.T. Ali, J. B. Cruz
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引用次数: 17

Abstract

The application of a parallel image processing system used for traffic monitoring is discussed. It is based on a multi-transputer system. The task of segmenting video images of a traffic scene is achieved by configuring a number of hardware modules to perform temporal smoothing, image differencing and thresholding. Feature extraction, motion prediction and brightness computation are assigned to a number of transputer framestores. Four lanes/entries can be monitored in real time using a total of six framestore units and three hardware video processing modules. The full system configuration is outlined and the hardware is described. Some results of monitoring motorway traffic and tracking vehicles in a four-arm junction are discussed.
视觉道路交通监测和数据收集
讨论了并行图像处理系统在交通监控中的应用。它是基于一个多传感器系统。通过配置多个硬件模块进行时间平滑、图像差分和阈值处理,实现了交通场景视频图像的分割任务。特征提取、运动预测和亮度计算被分配到多个计算机帧存储中。使用总共6个帧存储单元和3个硬件视频处理模块,可以实时监控4个通道/入口。概述了完整的系统配置并描述了硬件。讨论了高速公路交通监测和四臂交叉口车辆跟踪的一些结果。
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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