Deep Hyperspectral microscopy based on structured light sheet

S Crombez; S Crombez; C Exbrayat-Heritier; F Ruggerio; C Ray; N Ducros

doi:10.1364/COSI.2022.CTu5F.1

Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP)
Technical Digest Series (Optica Publishing Group, 2022),
paper CTu5F.1
•https://doi.org/10.1364/COSI.2022.CTu5F.1

Deep Hyperspectral microscopy based on structured light sheet

S Crombez, C Exbrayat-Heritier, F Ruggerio, C Ray, and N Ducros

Computational Optical Sensing and Imaging 2022

Vancouver, British Columbia Canada
11–15 July 2022
ISBN: 978-1-957171-09-8

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Advances in Computational Microscopy II (CTu5F)

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S. Crombez, C. Exbrayat-Heritier, F. Ruggerio, C. Ray, and N. Ducros, "Deep Hyperspectral microscopy based on structured light sheet," in Imaging and Applied Optics Congress 2022 (3D, AOA, COSI, ISA, pcAOP), Technical Digest Series (Optica Publishing Group, 2022), paper CTu5F.1.

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Abstract

We describe a computational hyperspectral microscope based on a structured light sheet that is generated using a digital micromirror device only. To reduce the acquisition time, we consider a small number of structured patterns. We solve the resulting inverse problem using an unrolled deep neural network, which limits the loss of spatial resolution.

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