Publication detail

Data Mining and Its Use in Texture Analysis

HECKEL, M. ZENDULKA, J.

Original Title

Data Mining and Its Use in Texture Analysis

Type

article in a collection out of WoS and Scopus

Language

English

Original 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.

Keywords

Data mining, texture analysis, association rule

Authors

HECKEL, M.; ZENDULKA, J.

RIV year

2004

Released

24. 9. 2003

Publisher

Warsaw University

Location

Warsaw

ISBN

83-88374-71-0

Book

Proceedings of the CS&P'2003 Workshop

Pages from

225

Pages to

234

Pages count

10

BibTex

@inproceedings{BUT10889,
  author="Martin {Heckel} and Jaroslav {Zendulka}",
  title="Data Mining and Its Use in Texture Analysis",
  booktitle="Proceedings of the CS&P'2003 Workshop",
  year="2003",
  pages="225--234",
  publisher="Warsaw University",
  address="Warsaw",
  isbn="83-88374-71-0"
}