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Development of a Portable Video Detection System for Counting Turning Vehicles at Intersections

机译:交叉口转弯车辆计数的便携式视频检测系统的开发

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摘要

This research was conducted to test the feasibility of using existing video-detection techniques for counting turning volumes with a portable installation. This was accomplished by integrating a forty-five foot mechanical tower mounted on a van with two video detection systems, Autoscope and VideoTrak. The research project has produced results in three categories: prototype methods of counting turning volumes, evaluation results, and general specifications of a portable video-based system for counting vehicles at intersections. The method based on spot detection uses redundancy of data (more spots than movements) to improve the results quality. The method for VideoTrak one-dimensional tracking classifies maneuvers based on the location where vehicles enter and exit a tracking strip. Both the evaluated methods in their current versions do not meet the accuracy expectations expressed by the INDOT representatives. The general system specifications were developed to help build a prototype unit. The biggest challenge is the structure of the system that has to be portable, stable during data collection, and protected against tempering with. The authors advise postponing building a prototype system by the time needed to develop satisfactory image processing and interpretation software for identifying vehicles’ maneuvers at intersections.
机译:进行这项研究是为了测试使用便携式安装的现有视频检测技术对转弯体积进行计数的可行性。这是通过将安装在货车上的四十五英尺的机械塔与两个视频检测系统Autoscope和VideoTrak集成在一起来实现的。该研究项目产生了三类结果:计算转弯量的原型方法,评估结果以及用于交叉口车辆计数的便携式视频系统的一般规格。基于斑点检测的方法使用数据冗余(斑点多于运动)来提高结果质量。 VideoTrak一维跟踪方法根据车辆进入和离开跟踪条的位置对机动进行分类。当前版本中两种评估方法均不符合INDOT代表所表示的准确性期望。开发了通用系统规范以帮助构建原型单元。最大的挑战是系统的结构,该结构必须是可移植的,在数据​​收集期间要稳定并且要防止回火。作者建议推迟开发原型系统的时间,以开发令人满意的图像处理和解释软件来识别交叉路口的车辆操纵。

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