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Driver drowsiness warning system using visual information for both diurnal and nocturnal illumination conditions

机译:使用视觉信息的驾驶员睡意预警系统,用于白天和夜间照明情况

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摘要

Every year, traffic accidents due to human errors cause increasing amounts of deaths and injuries globally. To help reduce the amount of fatalities, in the paper presented here, a new module for Advanced Driver Assistance System (ADAS) which deals with automatic driver drowsiness detection based on visual information and Artificial Intelligence is presented. The aim of this system is to locate, track, and analyze both the drivers face and eyes to compute a drowsiness index, where this real-time system works under varying light conditions (diurnal and nocturnal driving). Examples of different images of drivers taken in a real vehicle are shown to validate the algorithms used.
机译:每年,由于人为失误造成的交通事故在全球范围内造成越来越多的死亡和伤害。为了帮助减少死亡人数,在本文中介绍了一种新的高级驾驶员辅助系统(ADAS)模块,该模块处理基于视觉信息和人工智能的自动驾驶员睡意检测。该系统的目的是对驾驶员的面部和眼睛进行定位,跟踪和分析,以计算出睡意指数,该实时系统可在变化的光照条件下(昼夜行驶)工作。示出了在真实车辆中拍摄的驾驶员的不同图像的示例,以验证所使用的算法。

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