Result 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.
Type
conference paper
Language
English
Authors
Šilhavá Jana, Ing., Ph.D., DCGM (FIT)
Beran Vítězslav, doc. Ing., Ph.D., DCGM (FIT)
Chmelař Petr, Ing., DIFS (FIT)
Herout Adam, prof. Ing., Ph.D., DCGM (FIT)
Hradiš Michal, Ing., Ph.D., DCGM (FIT)
Juránek Roman, Ing., Ph.D., DCGM (FIT)
Zemčík Pavel, prof. Dr. Ing., dr. h. c., DCGM (FIT)
Beran Vítězslav, doc. Ing., Ph.D., DCGM (FIT)
Chmelař Petr, Ing., DIFS (FIT)
Herout Adam, prof. Ing., Ph.D., DCGM (FIT)
Hradiš Michal, Ing., Ph.D., DCGM (FIT)
Juránek Roman, Ing., Ph.D., DCGM (FIT)
Zemčík Pavel, prof. Dr. Ing., dr. h. c., DCGM (FIT)
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.
Keywords
Classifier, Image procesing, Computer vision, AdaBoost, Support Vector Machines, Artificial Neural Network, Face detection, Optical Character recognition, Classifier evaluation.
Published
2007
Pages
103–109
Proceedings
Spring Conference on Computer Graphics
Conference
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"
}
Projects
Algorithms of image recognition, GACR, Standardní projekty, GA201/06/1821, start: 2006-01-01, end: 2008-12-31, completed
Centre of computer graphics, MŠMT, Centra základního výzkumu, LC06008, start: 2006-03-01, end: 2011-12-31, completed
Centre of computer graphics, MŠMT, Centra základního výzkumu, LC06008, start: 2006-03-01, end: 2011-12-31, completed
Research groups
Image and Video Processing Research Group (VZ VIDEO)
Departments