Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Physics Embedded Deep Neural Network for Phase Retrieval under Low Photon Conditions

Not Accessible

Your library or personal account may give you access

Abstract

We design a deep neural network where the known physical forward operator is explicitly embedded and apply it to phase retrieval under low photon conditions to achieve better performance over the end-to-end approach.

© 2019 The Author(s)

PDF Article
More Like This
Low-Photon Holographic Phase Retrieval via a Deep Decoder Neural Network

Hannah Lawrence, David A. Barmherzig, Michael Eickenberg, and Marylou Gabrie
JTu5A.19 Applied Industrial Spectroscopy (AIS) 2021

Deep Neural Network for Low Light Phase Recovery

Alexandre Goy, Kwabena Arthur, Shuai Li, and George Barbastathis
FTh3E.5 Frontiers in Optics (FiO) 2018

Attosecond Phase Retrieval by Deep Neural Network

Jonathon White and Zenghu Chang
FF2C.4 CLEO: QELS_Fundamental Science (CLEO:FS) 2019

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved