Result Details

Classifier creation framework for diverse classification tasks

ŘEZNÍČEK, I.; BAŘINA, D. Classifier creation framework for diverse classification tasks. Proceedings of the DT workshop. Žilina: Brno University of Technology, 2010. p. 50-52. ISBN: 978-80-554-0304-5.
Type
conference paper
Language
English
Authors
Řezníček Ivo, Ing., Ph.D., FIT (FIT), DIFS (FIT), DCGM (FIT)
Bařina David, Ing., Ph.D., FIT (FIT), DIFS (FIT), DCGM (FIT)
Abstract

This paper introduces anovel framework for classifier design proccess. The well known procedure of thecreation is used.

Keywords

framework, svm classifier, feature vectors, codebook

Annotation

This paper introduces a novel framework for classifier design proccess. The well known procedure of the creation is used. The operations of the procedure are represented using executable programs that are capable of processing various types of input data. These executable programs are invoked using the framework in multiprocessor environment and as the result they design the desired classifier using the machine-learning process. The framework is now being tested for design of image recognition classifiers and action recognition tasks.

Published
2010
Pages
50–52
Proceedings
Proceedings of the DT workshop
Conference
Digital Technologies 2010
ISBN
978-80-554-0304-5
Publisher
Brno University of Technology
Place
Žilina
BibTeX 
@inproceedings{BUT91078,
  author="Ivo {Řezníček} and David {Bařina}",
  title="Classifier creation framework for diverse classification tasks",
  booktitle="Proceedings of the DT workshop",
  year="2010",
  pages="50--52",
  publisher="Brno University of Technology",
  address="Žilina",
  isbn="978-80-554-0304-5",
  url="https://www.fit.vut.cz/research/publication/9425/"
}
Files
Projects
National Support for Project Smart Multicore Embedded SYstems, MŠMT, Společné technologické iniciativy, 7H10014, start: 2010-02-01, end: 2013-01-31, running
National Support for Project Together Anywhere, Together Anytime, MŠMT, Podpora projektů sedmého rámcového programu Evropského společenství pro výzkum, technologický rozvoj a demonstrace (2007 až 2013) podle zákona č. 171/2007 Sb., 7E11024, start: 2011-01-01, end: 2011-12-31, running
Security-Oriented Research in Information Technology, MŠMT, Institucionální prostředky SR ČR (např. VZ, VC), MSM0021630528, start: 2007-01-01, end: 2013-12-31, running
Research groups
Image and Video Processing Research Group (RG VIDEO)
Departments
Department of Computer Graphics and Multimedia (DCGM)
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