一种车辆距离和速度估计算法

Eugen Šimara, M. Herceg, D. Vranješ, Aleksandar Zejak
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引用次数: 0

摘要

本文提出了一种车辆距离和速度估计算法。特别是,使用从位于汽车前部和后部的摄像机获得的视频帧进行估计。此外,车辆检测使用Viola-Jones算法执行,而中位数流用于检测车辆跟踪。使用检测到的车辆的距离和检测到的边界框宽度在两个连续帧之间的变化来计算车辆的速度。在不同的汽车品牌、不同的天气条件和不同的汽车距离上测试了算法的性能。测试结果表明,该方法具有良好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An algorithm for Vehicle Distance and Speed Estimation
In this paper, an algorithm for vehicle distance and speed estimation is proposed. In particular, the estimation is performed using video frames obtained from the cameras, located on the front and rear of the car. Moreover, the vehicle detection is performed using a Viola-Jones algorithm, while a Median flow is used for detected vehicle tracking. The speed of the vehicle is calculated using a distance of the detected vehicle and a change in the detected bounding box width between two consecutive frames. The proposed algorithm performance is tested on different car brands, different weather conditions, and different car distances. The testing results of the proposed method show promising results.
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