End-to-end Nanophotonics Inverse Design for Computational Imaging

Zin Lin,Gaurav Arya,William F. Li,Charles Roques-Carmes,Raphaël Pestourie,Zhaoyi Li,Federico Capasso,Marin Soljačić,Steven G. Johnson

Conference on Lasers and Electro-Optics（2022）

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摘要

We introduce end-to-end inverse design in which a nanophotonics frontend is optimized in conjunction with a computational-imaging backend to minimize reconstruction errors. We present several nanophotonics designs for depth, spectral and polarization imaging.

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关键词

end-to-end inverse design,computational-imaging backend,nanophotonics designs,polarization imaging,end-to-end nanophotonics inverse design,computational imaging

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