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

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.