Publication result detail

Face Representation and Tracking Using Gabor Wavelet Networks

ŠPANĚL, M.; ZEMČÍK, P.

Original Title

Face Representation and Tracking Using Gabor Wavelet Networks

English Title

Face Representation and Tracking Using Gabor Wavelet Networks

Type

Paper in proceedings outside WoS and Scopus

Original 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.

English 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.

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

Key words in English

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

Authors

ŠPANĚL, M.; ZEMČÍK, P.

RIV year

2011

Released

22.04.2003

Location

Budmerice

Book

Proceedings of the Central European Seminar on Computer Graphics

Pages from

163

Pages to

169

Pages count

7

URL

https://www.fit.vut.cz/research/publication/7366/

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/"
}

Documents

spanel_cescg03