A Head Motion Recognition Approach for Alertness Detection

Kam Wing Huang, B. Silva, G. Hancke
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Abstract

Alertness detection is an important component of systems used to detect driver fatigue in order to prevent road accidents. Various approaches have been proposed in literature, including the use of sensors that track physiological markers and camera based systems that rely on computer vision techniques to track facial markers. In this paper, we adopt liveness detection to determine alertness. Liveness detection is a method used in biometrics to determine if a face, or fingerprint, is from a live person. The results show that the approach is robust to different lighting conditions.
一种警觉性检测的头部运动识别方法
警觉性检测是检测驾驶员疲劳程度以预防道路交通事故的重要组成部分。文献中提出了各种方法,包括使用跟踪生理标记的传感器和依赖计算机视觉技术跟踪面部标记的基于相机的系统。在本文中,我们采用活体检测来确定警觉性。活体检测是生物识别技术中的一种方法,用于确定人脸或指纹是否来自活人。结果表明,该方法对不同的光照条件具有较强的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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