Publication Details

Using Hierarchy of Parts for Image Classification

BAŘINA David and NEČAS Ondřej. Using Hierarchy of Parts for Image Classification. In: Proceedings of the 17th Conference STUDENT EEICT 2011. Volume 3. Brno: Brno University of Technology, 2011, pp. 532-536. ISBN 978-80-214-4273-3.
Czech title
Použití hierarchie částí pro klasifikaci obrazu
Type
conference paper
Language
english
Authors
Bařina David, Ing., Ph.D. (DCGM FIT BUT)
Nečas Ondřej, Ing. (DCGM FIT BUT)
URL
Keywords

feature extraction, image classification, edge, hierarchy

Abstract

This paper describes extraction of image features based on edges and their usage for image classification.

Annotation

In this paper, we describe a modified approach to extraction of edge sequences from an image.
These sequences (further referred as parts) comprise a hierarchical structure. Using a hierarchy
is generally more effective than other methods, but could lead to some particular difficulties.

Published
2011
Pages
532-536
Proceedings
Proceedings of the 17th Conference STUDENT EEICT 2011
Series
Volume 3
Conference
Student EEICT 2011, Brno, CZ
ISBN
978-80-214-4273-3
Publisher
Brno University of Technology
Place
Brno, CZ
BibTeX 
@INPROCEEDINGS{FITPUB9611,
   author = "David Ba\v{r}ina and Ond\v{r}ej Ne\v{c}as",
   title = "Using Hierarchy of Parts for Image Classification",
   pages = "532--536",
   booktitle = "Proceedings of the 17th Conference STUDENT EEICT 2011",
   series = "Volume 3",
   year = 2011,
   location = "Brno, CZ",
   publisher = "Brno University of Technology",
   ISBN = "978-80-214-4273-3",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/9611"
}
Back to top