Deep learning-based super-resolution and image transformation into structured illumination microscopy
Biophotonics Congress: Biomedical Optics 2020 (Translational, Microscopy, OCT, OTS, BRAIN) (2020), paper MM3A.4（2020）
Abstract
We demonstrate single-image super-resolution in fluorescence microscopy using a trained neural-network, matching the resolution of structured illumination microscopy (SIM). This performance is achieved without any parameter estimation or assumptions about the imaging system.
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Key words
Super-Resolution Imaging,Single-Molecule Imaging,High-Resolution Microscopy,High-Resolution Imaging,Functional Imaging
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