Pupil detection and tracking using multiple light sources

被引:240
作者
Morimoto, CH
Koons, D
Amir, A
Flickner, M
机构
[1] Univ Sao Paulo, IME, Dept Ciencia Comp, BR-05508900 Sao Paulo, Brazil
[2] IBM Corp, Almaden Res Ctr, San Jose, CA 95120 USA
关键词
pupil detection; gaze tracking;
D O I
10.1016/S0262-8856(99)00053-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We present a fast, robust, and low cost pupil detection technique that uses two near-infrared time multiplexed light sources synchronized with the camera frame rate. The two light sources generate bright and dark pupil images, which are used for pupil segmentation. To reduce artifacts caused mostly by head motion, a larger temporal support is used. This method can be applied to detect and track several pupils (or several people). Experimental results from a real-time implementation of the system show that this technique is very robust, and able to detect pupils using wide field of view low cost cameras under different illumination conditions, even for people with glasses, from considerable long distances. (C) 2000 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:331 / 335
页数:5
相关论文
共 21 条
[1]  
[Anonymous], P 3 IEEE WORKSH WAC
[2]  
BIRCHFIELD S, 1997, P 31 AS C SIGN SYST
[3]   Face detection with information-based maximum discrimination [J].
Colmenarez, AJ ;
Huang, TS .
1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, :782-787
[4]   ACCURATE 2-DIMENSIONAL EYE TRACKER USING FIRST AND FOURTH PURKINJE IMAGES [J].
CORNSWEET, TN ;
CRANE, HD .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA, 1973, 63 (08) :921-928
[5]   ACCURATE 3-DIMENSIONAL EYETRACKER [J].
CRANE, HD ;
STEELE, CM .
APPLIED OPTICS, 1978, 17 (05) :691-705
[6]  
DARRELL T, 1996, 356 MIT MED LAB PERC
[7]  
DESILVA LC, 1995, P SOC PHOTO-OPT INS, V2501, P1161, DOI 10.1117/12.206649
[8]  
Ebisawa Y., 1995, Visualization and Intelligent Design in Engineering and Architecture II, P79
[9]  
Ebisawa Y., 1993, P 15 ANN INT C IEEE, V15, P1268
[10]   Color-based tracking of heads and other mobile objects at video frame rates [J].
Fieguth, P ;
Terzopoulos, D .
1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, :21-27