Detail publikace
FACE RECOGNITION BY MEANS OF NEW ALGORITHMS
BOHÁČ, M. LÝSEK, J. MOTYČKA, A. CEPL, M.
Anglický název
FACE RECOGNITION BY MEANS OF NEW ALGORITHMS
Typ
Stať ve sborníku v databázi WoS či 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
Klíčová slova anglicky
face recognition, principal component analysis, radial basis neural network, genetic algorithm
Vydáno
2011-06-08
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",
pages="324--329",
isbn="978-80-214-4302-0"
}