Real-time eye, gaze, and face pose tracking for monitoring driver vigilance

被引:323
|
作者
Ji, Q [1 ]
Yang, XJ
机构
[1] Rensselaer Polytech Inst, Dept Elect Comp & Syst Engn, Troy, NY 12180 USA
[2] Univ Nevada, Dept Comp Sci, Reno, NV 89577 USA
关键词
The research is partially supported by a grant from the Air Force Office of Scientific Research and a grant from Honda R & D Americas;
D O I
10.1006/rtim.2002.0279
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper describes a real-time prototype computer vision system for monitoring driver vigilance. The main components of the system consists of a remotely located video CCD camera, a specially designed hardware system for real-time image acquisition and for controlling the illuminator and the alarm system, and various computer vision algorithms for simultaneously, real-time and non-intrusively monitoring various visual bio-behaviors that typically characterize a driver's level of vigilance. The visual behaviors include eyelid movement, face orientation, and gaze movement (pupil movement). The system was tested in a simulating environment with subjects of different ethnic backgrounds, different genders, ages, with/without glasses, and under different illumination conditions, and it was found very robust, reliable and accurate. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:357 / 377
页数:21
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