Detail publikace

FACE RECOGNITION BY MEANS OF NEW ALGORITHMS

BOHÁČ, M. LÝSEK, J. MOTYČKA, A. CEPL, M.

Český název

FACE RECOGNITION BY MEANS OF NEW ALGORITHMS

Anglický název

FACE RECOGNITION BY MEANS OF NEW ALGORITHMS

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

en

Originální abstrakt

This contribution describes new methods of face recognition. The methods Principal Component Analysis (PCA) and Evolutionary Principal Component Analysis (EPCA) with genetic algorithm (GA) are described and implemented. The Radial Basis Function (RBF) neural network is used in the way of classifier and genetic algorithm is used for RBF neural network training in one case and for selecting eigenvectors from PCA method in other case. Evolutionary PCA with genetic algorithm outperform other methods tested in this project on the testing database

Český abstrakt

This contribution describes new methods of face recognition. The methods Principal Component Analysis (PCA) and Evolutionary Principal Component Analysis (EPCA) with genetic algorithm (GA) are described and implemented. The Radial Basis Function (RBF) neural network is used in the way of classifier and genetic algorithm is used for RBF neural network training in one case and for selecting eigenvectors from PCA method in other case. Evolutionary PCA with genetic algorithm outperform other methods tested in this project on the testing database

Anglický abstrakt

This contribution describes new methods of face recognition. The methods Principal Component Analysis (PCA) and Evolutionary Principal Component Analysis (EPCA) with genetic algorithm (GA) are described and implemented. The Radial Basis Function (RBF) neural network is used in the way of classifier and genetic algorithm is used for RBF neural network training in one case and for selecting eigenvectors from PCA method in other case. Evolutionary PCA with genetic algorithm outperform other methods tested in this project on the testing database

Klíčová slova česky

face recognition, principal component analysis, radial basis neural network, genetic algorithm

Klíčová slova anglicky

face recognition, principal component analysis, radial basis neural network, genetic algorithm

Rok RIV

2011

Vydáno

08.06.2011

ISBN

978-80-214-4302-0

Kniha

Mendel 2011

Strany od–do

324–329

Počet stran

6

BIBTEX


@inproceedings{BUT74826,
  author="Martin {Boháč} and Jiří {Lýsek} and Arnošt {Motyčka} and Miroslav {Cepl},
  title="FACE RECOGNITION BY MEANS OF NEW ALGORITHMS",
  booktitle="Mendel 2011",
  year="2011",
  month="June",
  pages="324--329",
  isbn="978-80-214-4302-0"
}