Publication Details

Data Mining and Its Use in Texture Analysis

HECKEL Martin and ZENDULKA Jaroslav. Data Mining and Its Use in Texture Analysis. Fundamenta Informaticae, vol. 2004, no. 60, pp. 173-186. ISSN 0169-2968.
Czech title
Dolování dat a jeho použití v texturní analýze
Type
journal article
Language
english
Authors
Keywords

Data mining, association rules, texture analysis, texture primitive.

Abstract

This paper deals with an idea of the use of data mining approach in texture analysis. A new method based on association rules is proposed. This method utilizes the multiresolution analysis of an analyzed image texture and works at the texture primitive level. Within this method, a technique for feature vector construction without any a priori knowledge of textures different from the analyzed one is presented. The contribution also contains some results of texture image segmentation experiments.

Published
2004
Pages
173-186
Journal
Fundamenta Informaticae, vol. 2004, no. 60, ISSN 0169-2968
Book
Fundamenta Informaticae
Publisher
IOS Press
Place
Amsterdam, NL
BibTeX
@ARTICLE{FITPUB7408,
   author = "Martin Heckel and Jaroslav Zendulka",
   title = "Data Mining and Its Use in Texture Analysis",
   pages = "173--186",
   booktitle = "Fundamenta Informaticae",
   journal = "Fundamenta Informaticae",
   volume = 2004,
   number = 60,
   year = 2004,
   location = "Amsterdam, NL",
   publisher = "IOS Press",
   ISSN = "0169-2968",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7408"
}
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