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20032026
most citedAn alpha-stable approach to the study of the P(D) distribution of unresolved point sources in CMB sky maps

33 citations · 145 across the 50 of their papers we have counts for

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Showing astro-ph.IMShow all

2 papers · 1 filter

astro-ph.IM2011

Joint Bayesian separation and restoration of CMB from convolutional mixtures

K. Kayabol, J. L. Sanz, D. Herranz +2

We propose a Bayesian approach to joint source separation and restoration for astrophysical diffuse sources. We constitute a prior statistical model for the source images by using…

astro-ph.IM2011★ 9 cited

Adaptive Langevin Sampler for Separation of t-Distribution Modelled Astrophysical Maps

K. Kayabol, E. E. Kuruoglu, J. L. Sanz +3

We propose to model the image differentials of astrophysical source maps by Student's t-distribution and to use them in the Bayesian source separation method as priors. We introduc…