Reconstruction of scattered images with neural networks

Antje Schuschies; Alexander Kabardiadi-Virkovski; Aleksandr Mitiaev; Tobias Baselt; Peter Hartmann

doi:10.1117/12.2615653

3 December 2021 Reconstruction of scattered images with neural networks

Antje Schuschies, Alexander Kabardiadi-Virkovski, Aleksandr Mitiaev, Tobias Baselt, Peter Hartmann

Proceedings Volume 11921, Emerging Technologies for Cell and Tissue Characterization; 119210T (2021) https://doi.org/10.1117/12.2615653
Event: European Conferences on Biomedical Optics, 2021, Online Only

Abstract

The optical transfer function of different scattering media was approximated with a Neural Network. The chosen U-architecture allowed for reconstructing the initial images. It was found that pretrained networks could be adapted for similar tasks.

Citation Download Citation

Antje Schuschies, Alexander Kabardiadi-Virkovski, Aleksandr Mitiaev, Tobias Baselt, and Peter Hartmann "Reconstruction of scattered images with neural networks", Proc. SPIE 11921, Emerging Technologies for Cell and Tissue Characterization, 119210T (3 December 2021); https://doi.org/10.1117/12.2615653

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