Deep learning-enhanced microscopy with extended depth-of-field

A computational imaging platform utilizing a physics-incorporated, deep-learned design of binary phase filter and a jointly optimized deconvolution neural network has been reported, achieving high-resolution, high-contrast imaging over extended depth ranges without the need for serial refocusing.

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Deep learning-enhanced microscopy with extended depth-of-field

Semantic Scholar · Physics · 2023

Abstract

A computational imaging platform utilizing a physics-incorporated, deep-learned design of binary phase filter and a jointly optimized deconvolution neural network has been reported, achieving high-resolution, high-contrast imaging over extended depth ranges without the need for serial refocusing.

References (12)

11Light sheet fl uorescence microscopy using axi-symmetric binary phase fi lters2020 · Biomed. Opt. Express

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