Publication Details

Platform for Evaluation of Image Classifiers

ŠILHAVÁ, J.; BERAN, V.; CHMELAŘ, P.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; ZEMČÍK, P. Platform for Evaluation of Image Classifiers. Spring Conference on Computer Graphics. Budměřice: Comenius University in Bratislava, 2007. p. 103-109. ISBN: 978-80-223-2292-8.
Czech title
Systém na vyhodnocování klasifikátorů obrazu
Type
conference paper
Language
English
Authors
Šilhavá Jana, Ing., Ph.D. (FIT)
Beran Vítězslav, doc. Ing., Ph.D. (DCGM)
Chmelař Petr, Ing.
Herout Adam, prof. Ing., Ph.D. (DCGM)
Hradiš Michal, Ing., Ph.D. (DCGM)
Juránek Roman, Ing., Ph.D. (DCGM)
Zemčík Pavel, prof. Dr. Ing., dr. h. c. (DCGM)
Keywords

Classifier, Image procesing, Computer vision, AdaBoost, Support Vector Machines, Artificial Neural Network, Face detection, Optical Character recognition, Classifier evaluation.

Abstract

Paper describes possible platform for evaluation of image classifiers. AdaBoost, Support Vector Machines and Artificial Neural Network are used for evalution but it is possible to used for another classifier evaluations.

Published
2007
Pages
103–109
Proceedings
Spring Conference on Computer Graphics
ISBN
978-80-223-2292-8
Publisher
Comenius University in Bratislava
Place
Budměřice
BibTeX 
@inproceedings{BUT26057,
  author="Jana {Šilhavá} and Vítězslav {Beran} and Petr {Chmelař} and Adam {Herout} and Michal {Hradiš} and Roman {Juránek} and Pavel {Zemčík}",
  title="Platform for Evaluation of Image Classifiers",
  booktitle="Spring Conference on Computer Graphics",
  year="2007",
  pages="103--109",
  publisher="Comenius University in Bratislava",
  address="Budměřice",
  isbn="978-80-223-2292-8"
}
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