Development and Implementation of Lane Departure Warning System on ADAS Alpha Board

Srđan Dragaš, R. Grbić, Matteo Brisinello, K. Lazic
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引用次数: 2

Abstract

The increase in vehicle safety and autonomy is achieved by the implementation of Advanced Driver Assistance Systems (ADAS). ADAS consists of an appropriate computer platform that processes information collected using various types of sensors during driving. Usually, ADAS warns the driver or acts independently on the vehicle control system (e.g. automatic braking) to prevent possible accident. One of the very common ADAS is a lane departure warning system which warns the driver when a vehicle starts to leave a driving lane unintentionally. Such system is based on the processing of an image obtained by a front-view camera. In this paper one such system is proposed which is based on traditional computer vision techniques and is implemented on ADAS Alpha board with Texas Instruments TDA2xx System-On-Chip. The proposed system is evaluated on images taken from Kitti dataset and on recorded video sequences taken in suburban areas.
ADAS Alpha板车道偏离预警系统的开发与实现
先进驾驶辅助系统(ADAS)的实施提高了车辆的安全性和自主性。ADAS由一个适当的计算机平台组成,该平台处理驾驶过程中使用各种类型的传感器收集的信息。通常,ADAS会向驾驶员发出警告,或单独作用于车辆控制系统(如自动制动),以防止可能发生的事故。一种非常常见的ADAS是车道偏离警告系统,当车辆开始无意地离开行驶车道时,该系统会警告驾驶员。该系统基于对前视摄像头获得的图像的处理。本文提出了一种基于传统计算机视觉技术,并在ADAS Alpha板和德州仪器TDA2xx片上实现的系统。该系统在Kitti数据集的图像和郊区拍摄的视频序列上进行了评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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