LBP-based driver fatigue monitoring system with the adoption of haptic warning scheme

机译：基于LBP的驾驶员疲劳监测系统，采用触觉警告方案

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Sleepiness and fatigued driving are amongst the major causes of roadway accidents. Eye closure and blink frequency are two of the principle evidences of driver fatigue. In this research, we surveilled operator's eye closure over a period of time with the purpose of alerting her/him in a non-obtrusive manner. We propose a real time and automatic method to analyze vehicle operator's drowsiness by using a CCD camera. Our developed system delivered an accuracy rate of 96% in eye states recognition that we leveraged to deduce multi-level driver drowsiness states. We considered an online progressive haptic alerting scheme (similar to silent mobile vibration alert) to warn the drowsy operator in order to prevent major road accidents.

机译：困倦和疲劳驾驶是造成道路交通事故的主要原因。闭眼和眨眼频率是驾驶员疲劳的两个主要证据。在这项研究中，我们对操作员的眼睛闭合进行了一段时间的监视，目的是以非干扰性的方式提醒他/他。我们提出了一种实时自动的方法，通过使用CCD摄像机来分析车辆驾驶员的睡意。我们开发的系统在眼神状态识别方面的准确率达到96％，我们利用该推理来推断多级驾驶员的睡意状态。我们考虑了一种在线渐进式触觉警报方案（类似于无声移动振动警报）来警告昏昏欲睡的操作员，以防止发生重大交通事故。

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来源
《2011 IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems Proceedings》|2011年|p.1-4|共4页
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Azmi Niloufar; Rahman A S M Mahfujur; Shirmohammadi Shervin; Saddik Abdulmotaleb El;
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中图分类仪器、仪表;
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Driver fatigue; Drowsiness; Haptic feedback; Local Binary Patterns; PERCLOS;

机译：驾驶员疲劳;困倦;触觉反馈;局部二值模式; PERCLOS;

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专利

1. Analysis of warning methods for lane departure warning system-driver's steering behavior during auditory or haptic warnings [J] . Keisuke Suzuki, Hakan Jansson 自動車研究 . 2001,第11期

机译：车道偏离警告系统的警告方法分析-驾驶员在听觉或触觉警告中的转向行为
2. Analysis of warning methods for lane departure warning system-driver's steering behavior during auditory or haptic warnings [J] . Keisuke Suzuki, Hakan Jansson 自動車研究 . 2001,第11期

机译：通道出发警告系统 - 驾驶员在听觉或触觉警告期间的警告方法分析
3. Haptic Seat Interfaces for Driver Information and Warning Systems [J] . Wonsuk Chang, Wonil Hwang, Yong Gu Ji International journal of human-computer interaction . 2011,第10a12期

机译：驾驶员信息和预警系统的触觉座椅接口
4. LBP-based driver fatigue monitoring system with the adoption of haptic warning scheme [C] . Azmi Niloufar, Rahman A S M Mahfujur, Shirmohammadi Shervin, IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems . 2011

机译：基于LBP的驱动疲劳监测系统采用触觉警告方案
5. A Driver Fatigue Monitoring and Haptic Jacket-Based Warning System [D] . Azmi, Niloufar 2012

机译：驾驶员疲劳监测和触觉夹克预警系统
6. Evaluation of an in-vehicle monitoring system (IVMS) to reduce riskydriving behaviors in commercial drivers: Comparison of in-cab warning lights andsupervisory coaching with videos of driving behavior [O] . Jennifer L. Bell, Matthew A. Taylor, Guang-Xiang Chen, -1

机译：评估车载监控系统（IVMS）以降低风险商业驾驶员的驾驶行为：驾驶室内警告灯和监督驾驶与驾驶行为视频
7. Facet tracking based driver fatigue monitoring and warning system [O] . 2020

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8. Assessment of a Drowsy Driver Warning System for Heavy-Vehicle Drivers [R] . Blanco, M., Bocanergra, J. L., Morgan, J. F., 2009

机译：评估重型车辆驾驶员昏昏欲睡的驾驶员警告系统

LBP-based driver fatigue monitoring system with the adoption of haptic warning scheme

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