Deep neural networks in single-shot ptychography


Omri Wengrowicz, Or Peleg, Tom Zahavy, Barry Loevsky, and Oren Cohen


“We develop and explore a deep learning based single-shot ptychography reconstruction method. We show that a deep neural network, trained using only experimental data and without any model of the system, leads to reconstructions of natural real-valued images with higher spatial resolution and better resistance to systematic noise than common iterative algorithms.”

Link to Publications Page

Publication: Optics Express
Issue/Year/DOI: Vol. 28, Issue 12, pp. 17511-17520
DOI: 10.1364/OE.393961