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A Lane Detection and Tracking Method for Driver Assistance System

机译:驾驶员辅助系统的车道检测与跟踪方法

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In driver assistance systems, lane detection and tracking are very crucial treatments to locate the vehicle and to track its position on the road. The aim of this study is to propose lane detection and tracking method. The first step in this method detects road limits on the first acquired image. The detected limits would be the input for the second step, namely the "tracking step", which consists in providing a continuous detection of the limits in all frames by updating the previously detected limits. Lane departure is also analyzed for the lateral control of the vehicle. The approach presented here was tested on video sequences filmed by the authors on Tunisian roads, on a video sequence provided by Daimler AG as well as on the PETS2001 dataset provided by the Essex University.
机译:在驾驶员辅助系统中,车道检测和跟踪是定位车辆并跟踪其在道路上的位置的非常关键的处理方法。这项研究的目的是提出车道检测和跟踪方法。此方法的第一步是检测第一个获取的图像上的道路限制。检测到的极限将是第二步(即“跟踪步骤”)的输入,该步骤包括通过更新先前检测到的极限来连续检测所有帧中的极限。车道偏离也被分析以用于车辆的横向控制。本文介绍的方法已在作者在突尼斯道路上拍摄的视频序列,戴姆勒公司提供的视频序列以及埃塞克斯大学提供的PETS2001数据集中进行了测试。

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