Magnetic Resonance Image Denoising Based on Laplacian Prior Sparsity Constraint and Nonconvex Second-Order TV Penalty

Magnetic resonance (MR) imaging is considered as a very powerful imaging modality in clinical examination, but the process of image acquisition and transmission will be affected by noise, resulting in the degradation of imaging quality. In this paper, based on the Laplacian prior sparsity constraint...

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Bibliographic Details
Main Authors: Yumeng Ge, Wei Xue, Yun Xu, Jun Huang, Xiaolei Gu
Format: Article
Language:English
Published: Slovenian Society for Stereology and Quantitative Image Analysis 2023-07-01
Series:Image Analysis and Stereology
Subjects:
Online Access:https://www.ias-iss.org/ojs/IAS/article/view/2917