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Android OpenCV based effective driver fatigue and distraction monitoring system

机译:基于Android OpenCV的有效驾驶员疲劳和注意力分散监控系统

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Driver fatigue and distraction during travel are the major causes for the road accidents. Many driver monitoring systems have been proposed in recent years for monitoring driver activities to avoid accidents. Most of the existing systems are in the form of specialized embedded hardware, majorly present in luxurious vehicles. This paper presents an effective driver fatigue and distraction monitoring system for Android Automobiles. An intelligent system for monitoring driver fatigue and distraction during travel using Adaptive Template Matching and Adaptive Boosting is designed and implemented here. A novel approach of detecting eye rub due to irritation in eye and yawning detection through intensity sum of facial region is also proposed. Experiments are conducted using android OpenCV which can be installed in low cost smartphones as well as in Android Auto. Experiment results shows that a high accuracy of driver distraction is detected in different vehicles and camera locations.
机译:驾驶员在旅途中的疲劳和分心是造成道路交通事故的主要原因。近年来,已经提出了许多驾驶员监视系统来监视驾驶员活动以避免事故。现有的大多数系统都是专用嵌入式硬件的形式,主要存在于豪华车中。本文提出了一种适用于Android汽车的有效驾驶员疲劳和注意力分散监控系统。在此设计并实现了一个智能系统,该系统使用自适应模板匹配和自适应助推功能来监控驾驶员在行驶过程中的疲劳和注意力分散。还提出了一种通过面部区域的强度总和检测眼睛刺激和打哈欠检测的新方法。实验是使用android OpenCV进行的,可以将其安装在低成本智能手机以及Android Auto中。实验结果表明,在不同的车辆和摄像头位置,驾驶员分心的准确性很高。

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