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

Heckel Martin, Ing. (DIFS FIT BUT)
Zendulka Jaroslav, doc. Ing., CSc. (DIFS FIT BUT)

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"
}