Beyond Trans-dimensional RJMCMC: Application to Impulsive Data Modeling

Oktay Karakuş,Ercan E. Kuruoğlu,Mustafa A. Altınkaya

Signal Processing（2018）

引用 4|浏览12

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摘要

•Demonstration of the potential use of RJMCMC for model estimation beyond model dimension selection.•Demonstration of the use of RJMCMC in choosing between different impulsive distribution families for modelling given data.•Extensive simulations on modelling PLC noise and wavelet coefficients for ultrasound and SAR images.

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关键词

Reversible jump MCMC,Impulsive data modeling,PLC impulsive noise modeling,Wavelet coefficients modeling,Symmetric α-stable distribution,Generalized Gaussian distribution,Student’s t distribution

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