3D Image Restoration using Implicit Neural Representations for Brightfield and Widefield Fluorescence Microscopy

Abstract

3D stacks captured by conventional brightfield and widefield fluorescence microscopes suffer from inter-plane crosstalk, hindering high-quality 3D imaging. We present a physics-informed self-supervised machine learning method for 3D image stack restoration.