基于眼睛闭合状态的驾驶疲劳检测方法
Journal of Liaoning Institute of Technology(Natural Science Edition)(2018)
Abstract
驾驶疲劳检测是预防驾驶疲劳提高交通安全的有效手段.以视频图像处理为基础,采用OpenCV中的Haar分类器,对驾驶人人脸、人眼进行检测;以基于PERCLOS的疲劳检测算法为基础,提出“双眼检测、单眼疲劳判别”的疲劳检测方法,在PC机VisualStudio集成开发环境下,采用C++编程语言设计了驾驶疲劳检测仿真程序;通过输入驾驶人模拟疲劳驾驶视频,仿真实现了驾驶人人脸检测、眼睛闭合状态检测、驾驶疲劳检测以及疲劳状态声音预警.
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