Low Photon Count Phase Retrieval Using Deep Learning

Imaging systems’ performance at low light intensity is affected by shot noise, which becomes increasingly strong as the power of the light source decreases. In this Letter, we experimentally demonstrate the use of deep neural networks to recover objects illuminated with weak light and demonstrate be...

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Bibliographic Details
Main Authors: Goy, Alexandre Sydney Robert, Arthur, Kwabena K., Li, Shuai, Barbastathis, George
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:English
Published: American Physical Society 2019
Online Access:http://hdl.handle.net/1721.1/119896
https://orcid.org/0000-0002-7836-0431
https://orcid.org/0000-0002-4140-1404