基于颜色滤波和线路确定的高速公路车道检测

I. M. Erwin, D. Prajitno, E. Prakasa
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引用次数: 1

摘要

交通事故通常是由于驾驶员的人为失误造成的。主要原因是车辆在驾驶员没有意识到的情况下偏离了行驶车道。通常是因为司机困了或者喝醉了。因此,有必要配备驾驶员辅助系统(DAS)等能够帮助驾驶员保持正确行驶路线的系统。在该系统中,车道检测器是主要的组成部分。这个系统的作用是帮助驾驶员保持在正确的行驶路线上。车辆上安装了摄像头,可以拍摄前方道路的视频。计算机还用于图像处理、识别左右道路线和形成自我车道。本文提出了一种基于图像处理的车道识别和实时显示的方法。这个方法已经用一个数据集进行了测试,这个数据集是用仪表盘摄像头在印尼高速公路上的Cipali和Palikanci路段拍摄的驾驶视频。测试结果获得了99.25%的准确度。
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Detection of Highway Lane using Color Filtering and Line Determination
Traffic accidents are generally caused by human error as a driver. The main cause is that the vehicle shifts away from the driving lane without the driver realizing it. Usually, because the driver is sleepy or drunk. Therefore, it is necessary to have a system that functions to assist the driver's navigation to stay on the correct driving path, such as a driver assistance system (DAS). In this system, the driving lane detector is the main part. This system serves to assist the driver's navigation to stay on the correct driving path. Vehicles are installed with cameras to record video towards the road ahead. Computers are also installed for image processing, identifying left and right road lines, and forming ego-lane. This paper offers an image processing-based method for recognizing driving lanes and presenting visualizations in real-time. This method has been tested using a data set, that video driving on Indonesian highway on the Cipali and Palikanci sections using dashboard camera. The test results obtained an accuracy of 99.25%.
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