Distributed Markovian segmentation: Application to MR brain scans

DOI10.1016/j.patcog.2007.03.019zbMath1122.68712OpenAlexW2025161248WikidataQ63387421 ScholiaQ63387421MaRDI QIDQ996427

Nathalie Richard, Catherine Garbay, Michel Dojat

Publication date: 14 September 2007

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2007.03.019

zbMATH Keywords

medical imagingmulti-agentneuroimagingHidden Markov field

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Computing methodologies and applications (68U99)

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Uses Software

• BET

Cites Work

• On the convergence properties of the EM algorithm
• EM procedures using mean field-like approximations for Markov model-based image segmentation
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
• The mean field theory in EM procedures for Markov random fields
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