Publication Details

Testbench for Evaluation of Image Classifiers

ŠILHAVÁ, J.; BERAN, V.; CHMELAŘ, P.; HEROUT, A.; HRADIŠ, M.; JURÁNEK, R.; ZEMČÍK, P. Testbench for Evaluation of Image Classifiers. Computer Graphics & Geometry, 2007, vol. 2007, no. 9, p. 31-47. ISSN: 1811-8992.
Czech title
Testbench na vyhodnocování klasifikátorů obrazu
Type
journal article
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
31–47
Journal
Computer Graphics & Geometry, vol. 2007, no. 9, ISSN 1811-8992
Book
COMPUTER GRAPHICS & GEOMETRY
Place
Moscow
BibTeX 
@article{BUT44807,
  author="Jana {Šilhavá} and Vítězslav {Beran} and Petr {Chmelař} and Adam {Herout} and Michal {Hradiš} and Roman {Juránek} and Pavel {Zemčík}",
  title="Testbench for Evaluation of Image Classifiers",
  journal="Computer Graphics & Geometry",
  year="2007",
  volume="2007",
  number="9",
  pages="31--47",
  issn="1811-8992"
}
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