An MCMC Approach to Bayesian Image Analysis in Fourier Space

Bayesian image analysis methods are commonly applied to solve image analysis problems such as noise reduction, feature enhancement, and object detection. A primary limitation of these methods is their computational cost due to the complex joint interdependencies between pixels, which limits the effi...

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Bibliographic Details
Main Authors: Konstantinos Bakas, John Kornak, Hernando Ombao
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Data Science in Science
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/26941899.2025.2452603
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