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Estimation of Noise Properties for TV-regularized Image Reconstruction in Computed Tomography

A method for predicting the image covariance resulting from total-variation-penalized iterative image reconstruction (TV-penalized IIR) is presented and demonstrated in a variety of contexts. The method is validated against the sample covariance from statistical noise realizations for a small image...

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Bibliographic Details
Published in:Phys Med Biol
Main Author: Sánchez, Adrian A.
Format: Artigo
Language:Inglês
Published: 2015
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4850923/
https://ncbi.nlm.nih.gov/pubmed/26308968
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/0031-9155/60/18/7007
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