Joint Optical Design for Computer Vision Tasks: Challenges and Solutions

Geoffroi Côté; Simon Thibault; Jean-François Lalonde; Felix Heide

doi:10.1117/12.2691993

Optica Design and Fabrication Congress 2023 (IODC, OFT)
Technical Digest Series (Optica Publishing Group, 2023),
paper 127980S
•https://doi.org/10.1117/12.2691993

Joint Optical Design for Computer Vision Tasks: Challenges and Solutions

Geoffroi Côté, Simon Thibault, Jean-François Lalonde, and Felix Heide

International Optical Design Conference 2023

Québec City, Québec Canada
4–8 June 2023
ISBN: 978-1-957171-22-7

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G. Côté, S. Thibault, J. Lalonde, and F. Heide, "Joint Optical Design for Computer Vision Tasks: Challenges and Solutions," in Optica Design and Fabrication Congress 2023 (IODC, OFT), Technical Digest Series (Optica Publishing Group, 2023), paper 127980S.

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Abstract

This paper delves into the substantial challenges faced in end-to-end computer vision applications where optical systems are jointly optimized alongside downstream data-driven models, and explores available solutions.

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