Publication detail
FACE RECOGNITION BY MEANS OF NEW ALGORITHMS
BOHÁČ, M. LÝSEK, J. MOTYČKA, A. CEPL, M.
Czech title
FACE RECOGNITION BY MEANS OF NEW ALGORITHMS
English title
FACE RECOGNITION BY MEANS OF NEW ALGORITHMS
Type
conference paper
Language
en
Original abstract
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
Czech abstract
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
English abstract
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
Keywords in Czech
face recognition, principal component analysis, radial basis neural network, genetic algorithm
Keywords in English
face recognition, principal component analysis, radial basis neural network, genetic algorithm
RIV year
2011
Released
08.06.2011
ISBN
978-80-214-4302-0
Book
Mendel 2011
Pages from–to
324–329
Pages count
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"
}