Simulation of binary random fields with Gaussian numerical models

Simulation of binary random fields with Gaussian numerical models

We present a method for numerical modeling of binary homogeneous random fields based on thresholds of Gaussian functions. The method enables us to reproduce the average value and correlation function of the observed binary field. The method is comparatively simple, and on several examples we demonst...

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Veröffentlicht in:Monte Carlo methods and applications 2010-07, Vol.16 (2), p.129-142
Hauptverfasser: Prigarin, Sergei M., Martin, Andreas, Winkler, Gerhard
Format: Artikel
Sprache:eng
Schlagworte:
Binary random fields
binary textures
Gaussian fields
numerical simulation
spectral models
threshold models
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Beschreibung
Zusammenfassung:We present a method for numerical modeling of binary homogeneous random fields based on thresholds of Gaussian functions. The method enables us to reproduce the average value and correlation function of the observed binary field. The method is comparatively simple, and on several examples we demonstrate that it can be effective for simulation of a wide class of binary random fields.
ISSN:0929-9629
1569-3961
DOI:10.1515/mcma.2010.004