Low Photon Count Phase Retrieval Using Deep Learning

• Published in: Physical review letters Vol. 121; no. 24; p. 243902
• Main Authors: Goy, Alexandre, Arthur, Kwabena, Li, Shuai, Barbastathis, George
• Format: Journal Article
• Language: English
• Published: United States 14.12.2018

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 demonstra...