Astronomical image restoration using variational methods and model combination

DOI10.1016/J.STAMET.2011.04.003zbMath1248.85017OpenAlexW1975874077WikidataQ113099748 ScholiaQ113099748MaRDI QIDQ713911

Aggelos K. Katsaggelos, Rafael Molina, Miguel Vega, Javier Mateos

Publication date: 19 October 2012

Published in: Statistical Methodology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.stamet.2011.04.003

zbMATH Keywords

variational methodsBayesian methodsmodel combinationastronomical image processing

Mathematics Subject Classification ID

Bayesian inference (62F15) Image analysis in multivariate analysis (62H35) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Numerical methods for inverse problems for integral equations (65R32) Statistical astronomy (85A35)

Uses Software

• spatial

Cites Work

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• Variational Bayesian Blind Deconvolution Using a Total Variation Prior
• Variational Bayesian Image Restoration With a Product of Spatially Weighted Total Variation Image Priors
• Sparse Image and Signal Processing

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