Publication Details

Testbench for Evaluation of Image Classifiers

ŠILHAVÁ Jana, BERAN Vítězslav, CHMELAŘ Petr, HEROUT Adam, HRADIŠ Michal, JURÁNEK Roman and ZEMČÍK Pavel. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry, vol. 2007, no. 9, pp. 31-47. ISSN 1811-8992.
Czech title
Testbench na vyhodnocování klasifikátorů obrazu
Type
journal article
Language
english
Authors
Šilhavá Jana, Ing. (DCGM FIT BUT)
Beran Vítězslav, doc. Ing., Ph.D. (DCGM FIT BUT)
Chmelař Petr, Ing. (DIFS FIT BUT)
Herout Adam, prof. Ing., Ph.D. (DCGM FIT BUT)
Hradiš Michal, Ing., Ph.D. (DCGM FIT BUT)
Juránek Roman, Ing., Ph.D. (DCGM 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
31-47
Journal
Computer Graphics & Geometry, vol. 2007, no. 9, ISSN 1811-8992
Book
COMPUTER GRAPHICS & GEOMETRY
Place
Moscow, RU
BibTeX 
@ARTICLE{FITPUB8541,
   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 = "Testbench for Evaluation of Image Classifiers",
   pages = "31--47",
   booktitle = "COMPUTER GRAPHICS \& GEOMETRY",
   journal = "Computer Graphics \& Geometry",
   volume = 2007,
   number = 9,
   year = 2007,
   location = "Moscow, RU",
   ISSN = "1811-8992",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/8541"
}
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