Self-supervised multi-scale neural network for blind deblurring

DOI10.3934/IPI.2023046MaRDI QIDQ6495824

Meina Zhang, Ying Yang, GuoXi Ni, Tieyong Zeng, Tingting Wu

Publication date: 2 May 2024

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

zbMATH Keywords

MAPmulti-scaleblind deblurringself-supervisedfeature attention

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Computing methodologies for image processing (68U10) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08) Machine vision and scene understanding (68T45)

Cites Work

• Nonlocal low-rank regularized two-phase approach for mixed noise removal
• Un-supervised learning for blind image deconvolution via Monte-Carlo sampling
• Convergence of a block coordinate descent method for nondifferentiable minimization

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