Detail publikačního výsledku

Face Representation and Tracking Using Gabor Wavelet Networks

ŠPANĚL, M.; ZEMČÍK, P.

Originální název

Face Representation and Tracking Using Gabor Wavelet Networks

Anglický název

Face Representation and Tracking Using Gabor Wavelet Networks

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

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

Klíčová slova v angličtině

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

Autoři

ŠPANĚL, M.; ZEMČÍK, P.

Rok RIV

2011

Vydáno

22.04.2003

Místo

Budmerice

Kniha

Proceedings of the Central European Seminar on Computer Graphics

Strany od

163

Strany do

169

Strany počet

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/"
}

Dokumenty

spanel_cescg03