A Second–Order TV–Based Coupling Model and an ADMM Algorithm for MR Image Reconstruction

Motivated by ideas from two-step models and combining second-order TV regularization in the LLT model, we propose a coupling model for MR image reconstruction. By applying the variables splitting technique, the split Bregman iterative scheme, and the alternating minimization method twice, we can div...

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Bibliographic Details
Main Authors: Zhou Bo, Yang Yu-Fei, Hu Bo-Xia
Format: Article
Language:English
Published: Sciendo 2020-03-01
Series:International Journal of Applied Mathematics and Computer Science
Subjects:
Online Access:https://doi.org/10.34768/amcs-2020-0009