Detail výsledku

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.
Typ
článek v časopise
Jazyk
anglicky
Autoři
Heckel Martin, Ing., FIT (FIT), UIFS (FIT)
Zendulka Jaroslav, doc. Ing., CSc., UIFS (FIT)
Abstrakt

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.

Klíčová slova

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

Rok
2004
Strany
173–186
Časopis
FUNDAMENTA INFORMATICAE, roč. 2004, č. 60, ISSN 0169-2968
Kniha
Fundamenta Informaticae
Vydavatel
IOS Press
Místo
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"
}
Pracoviště
Ústav informačních systémů (UIFS)
Nahoru