Publication Details

Face Representation and Tracking Using Gabor Wavelet Networks

ŠPANĚL Michal. Face Representation and Tracking Using Gabor Wavelet Networks. In: Proceedings of the International Conference and Competition STUDENT EEICT 2003. Brno: Faculty of Electrical Engineering and Communication BUT, 2003, pp. 303-305. ISBN 80-214-2401-X.
Czech title
Reprezentace a sledování pohybu obličeje pomocí sítí Gáborových vlnek
Type
conference paper
Language
english
Authors
Španěl Michal, doc. Ing., Ph.D. (DCGM FIT BUT)
Keywords

Image processing, video sequences, face representation, tracking, 2D Gabor wavelet functions, Gabor Wavelet Networks

Abstract

This work presents a new method for a human face representation and tracking in video sequences. A discrete face template is represented by linear combination of the 2D odd-Gabor wavelet functions (Gabor Wavelet Network). Using this representation, an effective face tracking method is achieved that is robust to changes and deformations of the face image.

Published
2003
Pages
303-305
Proceedings
Proceedings of the International Conference and Competition STUDENT EEICT 2003
Conference
STUDENT EEICT 2003, Brno, CZ
ISBN
80-214-2401-X
Publisher
Faculty of Electrical Engineering and Communication BUT
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB7294,
   author = "Michal \v{S}pan\v{e}l",
   title = "Face Representation and Tracking Using Gabor Wavelet Networks",
   pages = "303--305",
   booktitle = "Proceedings of the International Conference and Competition STUDENT EEICT 2003",
   year = 2003,
   location = "Brno, CZ",
   publisher = "Faculty of Electrical Engineering and Communication BUT",
   ISBN = "80-214-2401-X",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7294"
}
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