Texture analysis using feature-based pairwise interaction maps

Research output: Contribution to journalArticle

28 Citations (Scopus)

Abstract

Pairwise pixel interactions have proved to be a powerful tool in feature based [1,2] and model based [3,4] texture analysis. Various successful applications of the feature-based interaction map (FBIM) approach have already been presented [1,2,5,6]. Different aspects and components of the approach have been discussed, but no self-contained description of the FBIM method has been published yet. This paper provides a comprehensive up-to-date survey of the approach, including all major algorithms and a series of systematic experimental studies that demonstrate the capabilities of the approach.

Original languageEnglish
Pages (from-to)487-502
Number of pages16
JournalPattern Recognition
Volume32
Issue number3
DOIs
Publication statusPublished - Mar 1999

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Keywords

  • Anisotropy
  • Feature-based interaction map
  • Pattern orientation
  • Regularity
  • Symmetry
  • Texture analysis

ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Computer Vision and Pattern Recognition
  • Artificial Intelligence

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