Magnetic resonance image restoration via least absolute deviations measure with isotropic total variation constraint

Magnetic resonance image restoration via least absolute deviations measure with isotropic total variation constraint

This paper presents a magnetic resonance image deblurring and denoising model named the isotropic total variation regularized least absolute deviations measure (LADTV). More specifically, the least absolute deviations term is first adopted to measure the violation of the relation between the desired...

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Bibliographic Details
Main Authors: Xiaolei Gu, Wei Xue, Yanhong Sun, Xuan Qi, Xiao Luo, Yongsheng He
Format: Article
Language:English
Published: AIMS Press 2023-04-01
Series:Mathematical Biosciences and Engineering
Subjects:
magnetic resonance image restoration
image deblurring
image denoising
least absolute deviations
isotropic total variation
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2023468?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2023468?viewType=HTML

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