Publication Details

Face Representation and Tracking Using Gabor Wavelet Networks

ŠPANĚL, M.; ZEMČÍK, P. Face Representation and Tracking Using Gabor Wavelet Networks. Proceedings of the Central European Seminar on Computer Graphics. Budmerice: 2003. p. 163-169.
Czech title
Reprezentace a sledování pohybu obličeje pomocí sítí Gáborových vlnek
Type
conference paper
Language
English
Authors
Španěl Michal, doc. Ing., Ph.D. (DCGM)
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Keywords

Image, Object representation, Feature-based, Template-based, 2D Gaborwavelet functions, Gabor Wavelet Networks, Facial features, Tracking,Facial expressions, Parameterized models of optical flow, PrincipalComponent Analysis

Abstract

This work presents a one of the approaches to human gesturerecognition. A method where a discrete face template is represented bylinear combination of the 2D odd-Gabor wavelet functions (Gabor WaveletNetwork) is proposed. Using wavelet networks, an effective facerepresentation and tracking method is achieved that is robust tochanges and deformations of the face image. Possibilities ofcooperation between a GWN and others methods for robust facialexpressions recognition are also discussed, for example: PrincipalComponent Analysis (PCA) and parameterized models of optical flow.

Published
2003
Pages
163–169
Proceedings
Proceedings of the Central European Seminar on Computer Graphics
Conference
Central European Seminar on Computer Graphics, Budmerice, SK
Place
Budmerice
BibTeX 
@inproceedings{BUT10927,
  author="Michal {Španěl} and Pavel {Zemčík}",
  title="Face Representation and Tracking Using Gabor Wavelet Networks",
  booktitle="Proceedings of the Central European Seminar on Computer Graphics",
  year="2003",
  pages="163--169",
  address="Budmerice",
  url="https://www.fit.vut.cz/research/publication/7366/"
}
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