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Lane guidance warning system

机译:车道指引警告系统

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摘要

In Malaysia, the rate of fatality due to accidents cases increases year by year. This problem becomes more serious and need all concerns to immediately take the following urgent actions in order to save precious human life. Therefore, this paper attempts to present a technique based on video and image processing for lane guidance warning system as an alternative way to reduce the accident rate due to lane departure. This system is capable to identify two lane markings from the video captured through a webcam. Warning system will automatically ‘switch on’ once lane departure occurs either to the right or to the left side of the road. The input video will first undergo threshold process and binary conversion. Then, lane marking detection is done using Hough transform, Hough line detection and local maxima finder. Finally, a decision-making algorithm is applied in the system to detect lane departure. It is found that, this system is able to identify straight lane markers, highlighting both markers with colour lines and able to give appropriate warning when lane crossing happen. For future enhancement, distance measuring function should be applied in the system so that the distance from one vehicle in front with another one at the back can be measured automatically.
机译:在马来西亚,因意外事故造成的死亡率逐年增加。这个问题变得更加严重,需要所有关切立即采取以下紧急行动,以挽救宝贵的生命。因此,本文试图提出一种基于视频和图像处理技术的车道指引预警系统,作为降低车道偏离事故率的另一种方法。该系统能够从通过网络摄像头捕获的视频中识别出两个车道标记。道路右侧或左侧发生车道偏离时,警告系统将自动“打开”。输入的视频将首先进行阈值处理和二进制转换。然后,使用霍夫变换,霍夫线检测和局部最大值查找器进行车道标记检测。最后,将决策算法应用到系统中以检测车道偏离。结果发现,该系统能够识别直线车道标记,并用色线突出显示两个标记,并且在发生车道交叉时能够发出适当的警告。为了将来增强功能,应该在系统中应用距离测量功能,以便可以自动测量前一辆车与后一辆车之间的距离。

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