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Android OpenCV based effective driver fatigue and distraction monitoring system

机译:基于Android Opencv的有效驱动疲劳和分心监测系统

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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:旅行期间的司机疲劳和分心是道路事故的主要原因。近年来提出了许多驾驶员监测系统,以监测驾驶员活动以避免事故。大多数现有系统都是专门的嵌入式硬件的形式,主要存在于豪华车辆中。本文介绍了Android汽车的有效驾驶员疲劳和分心监测系统。在此处设计和实施了用于使用自适应模板匹配和自适应提升期间监测驱动器疲劳和分心的智能系统。还提出了一种通过面部区域的强度和通过面部区域的强度和打开检测引起的眼睛摩擦的新方法。使用Android OpenCV进行实验,可以以低成本的智能手机以及Android Auto安装。实验结果表明,在不同的车辆和相机位置检测到司机分散的高精度。

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