∂H: : Differentiable Holography

Ni Chen; Congli Wang; Wolfgang Heidrich

doi:10.1002/lpor.202200828

∂H: : Differentiable Holography

Ni Chen, Congli Wang, Wolfgang Heidrich

Computer Science

Research output: Contribution to journal › Article › peer-review

4 Scopus citations

Abstract

Over the past decade, the field of holography has gained significant ground due to advances in computational imaging. However, the utilization of computational tools is hampered by the mismatch between experimental setups and the conceptual model. Differentiable holography (), a novel framework for automatically self-calibrating experimental imperfections in inverse holographic imaging, is presented here. The technique is demonstrated on auto-focused complex field imaging from a single intensity-only inline hologram.

Original language	English (US)
Journal	Laser & Photonics Reviews
DOIs	https://doi.org/10.1002/lpor.202200828
State	Published - Aug 7 2023

Bibliographical note

KAUST Repository Item: Exported on 2023-09-06
Acknowledgements: This work was partially supported by the KAUST individual baseline funding. The authors would like to express their gratitude to Hadi Amata for fabricating the sample of the KAUST logo.

ASJC Scopus subject areas

Atomic and Molecular Physics, and Optics
Electronic, Optical and Magnetic Materials
Condensed Matter Physics

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10.1002/lpor.202200828

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author = "Ni Chen and Congli Wang and Wolfgang Heidrich",

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AU - Wang, Congli

AU - Heidrich, Wolfgang

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Y1 - 2023/8/7

N2 - Over the past decade, the field of holography has gained significant ground due to advances in computational imaging. However, the utilization of computational tools is hampered by the mismatch between experimental setups and the conceptual model. Differentiable holography (), a novel framework for automatically self-calibrating experimental imperfections in inverse holographic imaging, is presented here. The technique is demonstrated on auto-focused complex field imaging from a single intensity-only inline hologram.

AB - Over the past decade, the field of holography has gained significant ground due to advances in computational imaging. However, the utilization of computational tools is hampered by the mismatch between experimental setups and the conceptual model. Differentiable holography (), a novel framework for automatically self-calibrating experimental imperfections in inverse holographic imaging, is presented here. The technique is demonstrated on auto-focused complex field imaging from a single intensity-only inline hologram.

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UR - https://onlinelibrary.wiley.com/doi/10.1002/lpor.202200828

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JO - Laser & Photonics Reviews

JF - Laser & Photonics Reviews

ER -

∂H: : Differentiable Holography

Abstract

Bibliographical note

ASJC Scopus subject areas

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