Driver Distraction Monitoring and Alerting System

Abhishek Walavakar, Satyam Singh, Roshan Salian, Varsha Shrivastava
{"title":"Driver Distraction Monitoring and Alerting System","authors":"Abhishek Walavakar, Satyam Singh, Roshan Salian, Varsha Shrivastava","doi":"10.1109/ICAIT47043.2019.8987409","DOIUrl":null,"url":null,"abstract":"Distraction while driving is one of the major causes of road mishaps. Driving a vehicle requires unwavered attention of driver. Moreover, activities which require the driver to take his eyes off the road for an extended period can lead to fatal accidents. The driver should focus on the road ahead all the time. Another reason for increasing road accidents is fatigue, wherein the driver unknowingly loses focus on the driving activity, primarily due to sleep deprivation. Driving in an inattentive state reduces driver’s ability to react to situations and reduces control over vehicle. Road mishaps can be avoided if driver is provided timely alert when a distracted state is detected. In this paper we propose to minimize distraction by alerting the driver as soon as signs of distraction are detected. The implemented methodology uses a camera mounted in car. This proposed solution detects distraction using two parallelly computed functions, one function computes distraction based on the position of the pupil and the other function calculates drowsiness. If either of the two parameters detects distraction, a sound alert is generated.","PeriodicalId":221994,"journal":{"name":"2019 1st International Conference on Advances in Information Technology (ICAIT)","volume":"41 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 1st International Conference on Advances in Information Technology (ICAIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAIT47043.2019.8987409","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2

Abstract

Distraction while driving is one of the major causes of road mishaps. Driving a vehicle requires unwavered attention of driver. Moreover, activities which require the driver to take his eyes off the road for an extended period can lead to fatal accidents. The driver should focus on the road ahead all the time. Another reason for increasing road accidents is fatigue, wherein the driver unknowingly loses focus on the driving activity, primarily due to sleep deprivation. Driving in an inattentive state reduces driver’s ability to react to situations and reduces control over vehicle. Road mishaps can be avoided if driver is provided timely alert when a distracted state is detected. In this paper we propose to minimize distraction by alerting the driver as soon as signs of distraction are detected. The implemented methodology uses a camera mounted in car. This proposed solution detects distraction using two parallelly computed functions, one function computes distraction based on the position of the pupil and the other function calculates drowsiness. If either of the two parameters detects distraction, a sound alert is generated.
驾驶员分心监测和警报系统
开车时分心是造成交通事故的主要原因之一。驾驶车辆需要司机时刻注意。此外,要求司机长时间不看路面的活动可能会导致致命的事故。司机应该时刻注意前方的道路。交通事故增加的另一个原因是疲劳,司机在不知不觉中失去了驾驶活动的注意力,主要是由于睡眠不足。在注意力不集中的状态下驾驶会降低驾驶员对各种情况的反应能力,降低对车辆的控制能力。如果在检测到分心状态时及时向驾驶员提供警报,可以避免道路事故。在本文中,我们建议通过在检测到分心迹象时立即提醒驾驶员来最大限度地减少分心。所实现的方法使用安装在汽车上的摄像头。该解决方案使用两个并行计算的函数来检测分心,一个函数根据瞳孔的位置计算分心,另一个函数计算困倦。如果这两个参数中的任何一个检测到分心,就会产生声音警报。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信