loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG'00)
Real-Time Multiple Face Detection Using Active Illumination
Grenoble, France9
March 26-March 30
ISBN: 0-7695-0580-5
Carlos H. Morimoto, University of S?o Paulo
Myron Flickner, IBM Almaden Research Center
This paper presents a multiple face detector based on a robust pupil detection technique. The pupil detector uses active illumination that exploits the retro-reflectivity property of eyes to facilitate detection. The detection range of this method is appropriate for interactive desktop and kiosk applications. Once the location of the pupil candidates are computed, the candidates are filtered and grouped into pairs that correspond to faces using heuristic rules. To demonstrate the robustness of the face detection technique, a dual mode face tracker was developed, which is initialized with the most salient detected face. Recursive estimators are used to guarantee the stability of the process and combine the measurements from the multi-face detector and a feature correlation tracker. The estimated position of the face is used to control a pan-tilt servo mechanism in real-time, that moves the camera to keep the tracked face always centered in the image.
Index Terms:
Face detection and tracking, eye tracking, pupil detection
Citation:
Carlos H. Morimoto, Myron Flickner, "Real-Time Multiple Face Detection Using Active Illumination," fg, pp.8, Fourth IEEE International Conference on Automatic Face and Gesture Recognition (FG'00), 2000
Usage of this product signifies your acceptance of the Terms of Use.