Image fusion network for dual-modal restoration

DOI10.3934/IPI.2021067OpenAlexW3209934689MaRDI QIDQ2063024

Bryan Alexander Clifford, Qian Wang, Ying Zhang, Xiaoqun Zhang, Xuhua Ren

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.2021067

zbMATH Keywords

information fusiondual-modal imagingimage restoration networkmulti-scale image representation

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10)

Uses Software

• Adam
• DnCNN

Cites Work

• Data-driven multi-scale non-local wavelet frame construction and image recovery
• Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
• PET-MRI joint reconstruction with common edge weighted total variation regularization
• Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
• Deep Convolutional Framelets: A General Deep Learning Framework for Inverse Problems
• A Tale of Two Bases: Local-Nonlocal Regularization on Image Patches with Convolution Framelets

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