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Explicit construction of operator scaling Gaussian random fields

  • Institut Camille Jordan
  • Laboratoire de Mathematiques et Applications des Mathématiques
  • Université Européene de Bretagne Centre Yves Coppens

Research output: Contribution to journalArticlepeer-review

23 Citations (Scopus)

Abstract

We propose an explicit way to generate a large class of Operator scaling Gaussian random fields (OSGRF). Such fields are anisotropic generalizations of self-similar fields. More specifically, we are able to construct any Gaussian field belonging to this class with given Hurst index and exponent. Our construction provides for simulations of texture as well as for detection of anisotropies in an image a large class of models with controlled anisotropic geometries and structures.

Original languageEnglish
Pages (from-to)101-111
Number of pages11
JournalFractals
Volume19
Issue number1
DOIs
Publication statusPublished - 1 Jan 2011
Externally publishedYes

Keywords

  • Anisotropy
  • Harmonizable Representation
  • Operator Scaling Gaussian Random Field
  • Pseudo-Norms

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