Two-dimensional conditional simulations based on the wavelet decomposition of training images

DOI10.1007/s11004-009-9235-3zbMath1174.94003OpenAlexW1996380427MaRDI QIDQ1037538

Roussos Dimitrakopoulos, Erwan Gloaguen

Publication date: 16 November 2009

Published in: Mathematical Geosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11004-009-9235-3

zbMATH Keywords

waveletconditional simulationmodel analogue

Mathematics Subject Classification ID

Nontrigonometric harmonic analysis involving wavelets and other special systems (42C40) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Computational methods for problems pertaining to geophysics (86-08) Application of orthogonal and other special functions (94A11)

Related Items (10)

High-order statistics of spatial random fields: Exploring spatial cumulants for modeling complex non-Gaussian and non-linear phenomena ⋮ Wavelet-based semiparametric estimation of ocean surface temperature ⋮ Exact conditioning of Gaussian fields on wavelet coefficients ⋮ On the use of different metrics for assessing complex pattern reproductions ⋮ Stochastic simulation of patterns using Bayesian pattern modeling ⋮ Fast wavelet-based stochastic simulation using training images ⋮ Stochastic simulation of patterns using distance-based pattern modeling ⋮ High-order stochastic simulation of complex spatially Distributed natural phenomena ⋮ CDFSIM: efficient stochastic simulation through decomposition of cumulative distribution functions of transformed spatial patterns ⋮ Reconstruction, optimization, and design of heterogeneous materials and media: basic principles, computational algorithms, and applications

Uses Software

• Steerable pyramid

Cites Work

• Unnamed Item
• Unnamed Item
• Filter-based classification of training image patterns for spatial simulation
• A parametric texture model based on joint statistics of complex wavelet coefficients
• Conditional simulation of complex geological structures using multiple-point statistics
• Wavelet analysis and synthesis of fractional Brownian motion
• Higher Order Models using Entropy, Markov Random Fields and Sequential Simulation
• Wavelet-based texture analysis and synthesis using hidden Markov models

This page was built for publication: Two-dimensional conditional simulations based on the wavelet decomposition of training images