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Extraction of driver behavior information from traffic video to su

机译:从交通视频到su提取驾驶员行为信息

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Abstract: Microscopic traffic simulators capture the effects of driver behavior and so provide results not available from other types of traffic simulation. In order to fulfil this potential though, the behavior related models in the simulator must use parameters based on real measured driver behavior. We have turned to analyzing locally collected video traffic data to support our simulation of a new network in Boston. We used a recently developed software tool to extract the driver behavior information. This paper discusses the important tradeoffs in camera sitting and how they affect the subsequent data processing.We also describe the calibration procedures and field measurements necessary to extract information using this software. We present some of the driver behavior data we developed in this effort. The procedures described here can successfully generate the driver behavior information to support accurate microscopic modeling of vehicular traffic. !12
机译:摘要:微观交通仿真器捕获了驾驶员行为的影响,因此提供了其他类型的交通仿真无法获得的结果。为了实现这种潜力,模拟器中与行为相关的模型必须使用基于实际测得的驾驶员行为的参数。我们已经转向分析本地收集的视频流量数据,以支持对波士顿新网络的仿真。我们使用了最近开发的软件工具来提取驾驶员行为信息。本文讨论了相机坐姿的重要折衷及其对后续数据处理的影响。我们还描述了使用此软件提取信息所需的校准程序和现场测量。我们将介绍为此目的开发的一些驾驶员行为数据。此处描述的过程可以成功生成驾驶员行为信息,以支持对车辆交通进行精确的微观建模。 !12

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