Face tracking in color video sequences

Authors:
Peter Gejguš;Martin Šperka
Affiliations:
Comenius University, Slovakia;Slovak University of Technology, Slovakia
Venue:
SCCG '03 Proceedings of the 19th spring conference on Computer graphics
Year:
2003

Citing 4
Cited 1

LAFTER: Lips and Face Real-Time Tracker

CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Finding skin in color images

FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
A real-time face tracker

WACV '96 Proceedings of the 3rd IEEE Workshop on Applications of Computer Vision (WACV '96)
A real-time face tracker for color video

ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 2001. on IEEE International Conference - Volume 03

Skin color segmentation method based on mixture of gaussians and its application in learning system for finger alphabet

CompSysTech '04 Proceedings of the 5th international conference on Computer systems and technologies

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Abstract

This paper presents a new extension of the KLT (Kanade--Lucas--Tomasi) face tracker, which is robust against loss of tracked points. Stochastic skin-color model is used for face segmentation in the frames contained in a video sequence. Ellipse-fitting is used for selection of the face candidates because of the elliptical face shape. The proposed method achieved real-time performance. The results seem very promising.