Optical imaging using learning techniques (Conference Presentation)

Demetri Psaltis

doi:10.1117/12.2524829

27 July 2019 Optical imaging using learning techniques (Conference Presentation)

Demetri Psaltis

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Proceedings Volume 11060, Optical Methods for Inspection, Characterization, and Imaging of Biomaterials IV; 110600T (2019) https://doi.org/10.1117/12.2524829
Event: SPIE Optical Metrology, 2019, Munich, Germany

Abstract

Learning to perform various tasks by training neural networks has been linked to optics for a long time. The remarkable progress that has been achieved in recent years with “deep learning” networks, has led to new many ideas for how to use learning techniques in the design and operation of optical systems and vice-versa. We will present results from this recent activity with particular emphasis of how deep neural networks can enhance the capabilities of optical microscopy.

Conference Presentation

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Demetri Psaltis "Optical imaging using learning techniques (Conference Presentation)", Proc. SPIE 11060, Optical Methods for Inspection, Characterization, and Imaging of Biomaterials IV, 110600T (27 July 2019); https://doi.org/10.1117/12.2524829

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KEYWORDS

Optical imaging

Neural networks

Optical microscopy

Optical networks

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