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

被引:338
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
相关论文
共 36 条
  • [1] Baluja S., 1994, P 6 INT C NEUR INF P, P753
  • [2] A FRAMEWORK FOR SPATIOTEMPORAL CONTROL IN THE TRACKING OF VISUAL CONTOURS
    BLAKE, A
    CURWEN, R
    ZISSERMAN, A
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 1993, 11 (02) : 127 - 145
  • [3] BOVERIE S, 1998, 1998 INT C EXP ITS A, P1
  • [4] CLEVELAND D, 1999, C OC MEAS DRIV AL AP
  • [5] DINGES DF, 1998, DEP TRANSPORTATION H
  • [6] EBISAWA Y, 1989, VISUALIZATION INTELL, P79
  • [7] FERARIC J, 1992, 11 EUROPEAN ANN MANU, P429
  • [8] FUKUDA J, 1995, TOYOTA TECHNICAL REV, V45, P34
  • [9] DETERMINING THE GAZE OF FACES IN IMAGES
    GEE, A
    CIPOLLA, R
    [J]. IMAGE AND VISION COMPUTING, 1994, 12 (10) : 639 - 647
  • [10] GONG S, 1998, P BRIT MACH VIS SOUT, P300