Publication Details

Data Mining and Its Use in Texture Analysis

HECKEL Martin and ZENDULKA Jaroslav. Data Mining and Its Use in Texture Analysis. In: Proceedings of the CS&P'2003 Workshop. Warsaw: Warsaw University, 2003, pp. 225-234. ISBN 83-88374-71-0.
Czech title
Dolování z dat a jeho využití v texturní analýze
Type
conference paper
Language
english
Authors
Keywords

Data mining, texture analysis, association rule

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 texture primitive level. Within this method, a technique for feature vector construction without a priori knowledge of textures different from the analyzed one is presented. This contribution also contains some results of texture image segmentation experiments.

Published
2003
Pages
225-234
Proceedings
Proceedings of the CS&P'2003 Workshop
Conference
The Workshop on Concurrency, Specification and Programming, Czarna, PL
ISBN
83-88374-71-0
Publisher
Warsaw University
Place
Warsaw, PL
BibTeX
@INPROCEEDINGS{FITPUB7292,
   author = "Martin Heckel and Jaroslav Zendulka",
   title = "Data Mining and Its Use in Texture Analysis",
   pages = "225--234",
   booktitle = "Proceedings of the CS\&P'2003 Workshop",
   year = 2003,
   location = "Warsaw, PL",
   publisher = "Warsaw University",
   ISBN = "83-88374-71-0",
   language = "english",
   url = "https://www.fit.vut.cz/research/publication/7292"
}
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