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Embedded Technology and Algorithm for Video-based Vehicle Queue Length Detection

机译:基于视频的车辆队列长度检测嵌入式技术与算法

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The vehicle queue length detection, specially based on video, is an important and practical research area of Intelligent Transportation Systems (ITS). It has promising application prospect in such areas as urban traffic control, highway toll system etc. In this paper, by analyzing the video sequence obtained from the fixed-camera, the vehicle movements of each road lane, such as left turn, go straight, turn right, are detected by using telescopic virtual coil, and then the vehicle motion detection and vehicle presence detection are used to calculate the vehicle queue length. On this basis, the vehicle queue detection algorithms are improved, and their threshold values are modified in the paper correspondently. And, the DM642 platform is designed to implement the real-time detection of vehicle queue length on the crossroads. Application experiments prove that the solution can detect the vehicle queue length with high precision, and the detection results meet the accuracy and stability requirements of practical application.
机译:车辆队列长度检测专门基于视频,是智能交通系统的重要实用和实用的研究领域(其)。在城市交通管制,公路收费系统等领域拥有有前景的应用前景。本文通过分析了从固定摄像机获得的视频序列,每条道路车道的车辆运动,如左转,直线,右转,通过使用伸缩虚拟线圈来检测,然后使用车辆运动检测和车辆存在检测来计算车辆队列长度。在此基础上,提高了车辆队列检测算法,并且它们的阈值相应地在纸张中进行修改。而且,DM642平台旨在实现交叉路上的车辆队列长度的实时检测。应用实验证明,该解决方案可以高精度地检测车辆队列长度,检测结果符合实际应用的准确性和稳定性要求。

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