DIP-UP: Deep Image Prior for Unwrapping Phase

DIP-UP: Deep Image Prior for Unwrapping Phase

Phase images from gradient echo MRI sequences reflect underlying magnetic field inhomogeneities but are inherently wrapped within the range of −π to π, requiring phase unwrapping to recover the true phase. In this study, we present DIP-UP (Deep Image Prior for Unwrapping Phase), a framework designed...

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Bibliographic Details
Main Authors: Xuanyu Zhu, Yang Gao, Zhuang Xiong, Wei Jiang, Feng Liu, Hongfu Sun
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Information
Subjects:
phase unwrapping
deep learning
deep image prior
brain MRI
Online Access:https://www.mdpi.com/2078-2489/16/7/592
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