LANTERN: learn analysis transform network for dynamic magnetic resonance imaging

DOI10.3934/IPI.2020051zbMath1480.78013OpenAlexW3047397044MaRDI QIDQ2063021

Lei Zhang, Hairong Zheng, Taohui Xiao, Yanxia Chen, Xin Liu, Shan-shan Wang

Publication date: 10 January 2022

Published in: Inverse Problems and Imaging (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/ipi.2020051

zbMATH Keywords

deep learningCS-MRIdynamic MR imaging

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Numerical optimization and variational techniques (65K10) Computing methodologies for image processing (68U10) Biological applications of optics and electromagnetic theory (78A70) Biomedical imaging and signal processing (92C55) Numerical methods for discrete and fast Fourier transforms (65T50) Inverse problems (including inverse scattering) in optics and electromagnetic theory (78A46) Optimization problems in optics and electromagnetic theory (78M50) Experimental work for problems pertaining to optics and electromagnetic theory (78-05)

Cites Work

• Fenchel Duality Based Dictionary Learning for Restoration of Noisy Images
• An Iterative Regularization Method for Total Variation-Based Image Restoration

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