Result Details

Data Mining and Its Use in Texture Analysis

HECKEL, M.; ZENDULKA, J. Data Mining and Its Use in Texture Analysis. FUNDAMENTA INFORMATICAE, 2004, vol. 2004, no. 60, p. 173-186. ISSN: 0169-2968.

Type

journal article

Language

English

Authors

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

Abstract

This paper deals with an idea of the use of data mining approach intexture analysis. A new method based on association rules is proposed.This method utilizes the multiresolution analysis of an analyzed imagetexture and works at the texture primitive level. Within this method, atechnique for feature vector construction without any a prioriknowledge of textures different from the analyzed one is presented. Thecontribution also contains some results of texture image segmentationexperiments.

Keywords

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

Published

2004

Pages

173–186

Journal

FUNDAMENTA INFORMATICAE, vol. 2004, no. 60, ISSN 0169-2968

Book

Fundamenta Informaticae

Publisher

IOS Press

Place

Amsterdam

BibTeX

@article{BUT45715,
  author="Martin {Heckel} and Jaroslav {Zendulka}",
  title="Data Mining and Its Use in Texture Analysis",
  journal="FUNDAMENTA INFORMATICAE",
  year="2004",
  volume="2004",
  number="60",
  pages="173--186",
  issn="0169-2968"
}

Departments

Department of Information Systems (DIFS)