MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior

MRI Reconstruction Using Markov Random Field and Total Variation as Composite Prior

Reconstruction of magnetic resonance images (MRI) benefits from incorporating a priori knowledge about statistical dependencies among the representation coefficients. Recent results demonstrate that modeling intraband dependencies with Markov Random Field (MRF) models enable superior reconstructions...

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Bibliographic Details
Main Authors: Marko Panić, Dušan Jakovetić, Dejan Vukobratović, Vladimir Crnojević, Aleksandra Pižurica
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Sensors
Subjects:
magnetic resonance imaging
Markov random field
image reconstruction
Online Access:https://www.mdpi.com/1424-8220/20/11/3185

Internet

https://www.mdpi.com/1424-8220/20/11/3185

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