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A Bayesian Hyperparameter Inference for Radon-Transformed Image Reconstruction

We develop a hyperparameter inference method for image reconstruction from Radon transform which often appears in the computed tomography, in the manner of Bayesian inference. Hyperparameters are often introduced in Bayesian inference to control the strength ratio between prior information and the f...

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Detalhes bibliográficos
Main Authors: Shouno, Hayaru, Yamasaki, Madomi, Okada, Masato
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3205767/
https://ncbi.nlm.nih.gov/pubmed/22114586
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2011/870252
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