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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Bibliographic Details
Main Authors: Hayaru Shouno, Madomi Yamasaki, Masato Okada
Format: Article
Language:English
Published: Hindawi Limited 2011-01-01
Series:International Journal of Biomedical Imaging
Online Access:http://dx.doi.org/10.1155/2011/870252