Publication Details

Classifier creation framework for diverse classification tasks

ŘEZNÍČEK Ivo and BAŘINA David. Classifier creation framework for diverse classification tasks. In: Proceedings of the DT workshop. Žilina: Brno University of Technology, 2010, p. 3. ISBN 978-80-554-0304-5.
Czech title
Framework pro tvorbu klasifikátorů
Type
conference paper
Language
english
Authors
Řezníček Ivo, Ing. (DCGM FIT BUT)
Bařina David, Ing., Ph.D. (DCGM FIT BUT)
Keywords

framework, svm classifier, feature vectors, codebook

Abstract

This paper introduces a novel framework for classifier design proccess. The well known procedure of the creation is used.

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
3
Proceedings
Proceedings of the DT workshop
Conference
Digital Technologies 2010, Žilina, Slovensko, SK
ISBN
978-80-554-0304-5
Publisher
Brno University of Technology
Place
Žilina, SK
BibTeX 
@INPROCEEDINGS{FITPUB9425,
   author = "Ivo \v{R}ezn\'{i}\v{c}ek and David Ba\v{r}ina",
   title = "Classifier creation framework for diverse classification tasks",
   pages = 3,
   booktitle = "Proceedings of the DT workshop",
   year = 2010,
   location = "\v{Z}ilina, SK",
   publisher = "Brno University of Technology",
   ISBN = "978-80-554-0304-5",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9425"
}
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