Image Registration: Maximum Likelihood, Minimum Entropy and Deep Learning

In this work, we propose a theoretical framework based on maximum profile likelihood for pairwise and groupwise registration. By an asymptotic analysis, we demonstrate that maximum profile likelihood registration minimizes an upper bound on the joint entropy of the distribution that generates the jo...

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Bibliografiske detaljer
Udgivet i:Med Image Anal
Main Authors: Sedghi, Alireza, O’Donnell, Lauren J., Kapur, Tina, Learned-Miller, Erik, Mousavi, Parvin, Wells, William M.
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8046343/
https://ncbi.nlm.nih.gov/pubmed/33388458
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.media.2020.101939
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