Result 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.
Type
journal article
Language
English
Authors
Šilhavá Jana, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Beran Vítězslav, doc. Ing., Ph.D., FIT (FIT), DCGM (FIT)
Chmelař Petr, Ing., FIT (FIT), DIFS (FIT)
Herout Adam, prof. Ing., Ph.D., DCGM (FIT)
Hradiš Michal, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Juránek Roman, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Zemčík Pavel, prof. Dr. Ing., dr. h. c., DCGM (FIT)
Beran Vítězslav, doc. Ing., Ph.D., FIT (FIT), DCGM (FIT)
Chmelař Petr, Ing., FIT (FIT), DIFS (FIT)
Herout Adam, prof. Ing., Ph.D., DCGM (FIT)
Hradiš Michal, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Juránek Roman, Ing., Ph.D., FIT (FIT), DCGM (FIT)
Zemčík Pavel, prof. Dr. Ing., dr. h. c., DCGM (FIT)
Abstract
Paper describes possible platform for evaluation ofimage classifiers. AdaBoost, Support Vector Machines and ArtificialNeural Network are used for evalution but it is possible to used foranother classifier evaluations.
Keywords
Classifier, Image procesing, Computer vision, AdaBoost, Support VectorMachines, Artificial Neural Network, Face detection, Optical Characterrecognition, Classifier evaluation.
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"
}
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
Rapid prototyping tools for development of HW-accelerated embedded image- and video-processing applications, AV ČR, Informační společnost (Národní program výzkumu), 1ET400750408, start: 2004-07-01, end: 2008-12-31, completed
Centre of computer graphics, MŠMT, Centra základního výzkumu, LC06008, start: 2006-03-01, end: 2011-12-31, completed
Rapid prototyping tools for development of HW-accelerated embedded image- and video-processing applications, AV ČR, Informační společnost (Národní program výzkumu), 1ET400750408, start: 2004-07-01, end: 2008-12-31, completed
Departments