Publication Details

Platform for Evaluation of Image Classifiers

ŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman and ZEMČÍK Pavel. Platform for Evaluation of Image Classifiers. In: Spring Conference on Computer Graphics. Budměřice: Comenius University in Bratislava, 2007, pp. 103-109. ISBN 978-80-223-2292-8.
Czech title
Systém na vyhodnocování klasifikátorů obrazu
Type
conference paper
Language
english
Authors
Šilhavá Jana, Ing. (DCGM FIT BUT)
Beran Vítězslav, Ing., Ph.D. (DCGM FIT BUT)
Chmelař Petr, Ing. (DIFS FIT BUT)
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT)
Hradiš Michal, Ing. (FIT BUT)
Juránek Roman, Ing. (FIT BUT)
Zemčík Pavel, prof. Dr. Ing. (DCGM FIT BUT)
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
Conference
Spring Conference on Computer Graphics, Budmerice, Slovensko, SK
ISBN
978-80-223-2292-8
Publisher
Comenius University in Bratislava
Place
Budměřice, SK
BibTeX
@INPROCEEDINGS{FITPUB8399,
   author = "Jana \v{S}ilhav\'{a} and V\'{i}t\v{e}zslav Beran and Petr Chmela\v{r} and Adam Herout and Michal Hradi\v{s} and Roman Jur\'{a}nek and Pavel Zem\v{c}\'{i}k",
   title = "Platform for Evaluation of Image Classifiers",
   pages = "103--109",
   booktitle = "Spring Conference on Computer Graphics",
   year = 2007,
   location = "Budm\v{e}\v{r}ice, SK",
   publisher = "Comenius University in Bratislava",
   ISBN = "978-80-223-2292-8",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8399"
}
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