Performance Evaluation of Deep Neural Network Model for Coherent X-ray Imaging

We present a supervised deep neural network model for phase retrieval of coherent X-ray imaging and evaluate the performance. A supervised deep-learning-based approach requires a large amount of pre-training datasets. In most proposed models, the various experimental uncertainties are not considered...

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Bibliographic Details
Main Authors: Jong Woo Kim, Marc Messerschmidt, William S. Graves
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:AI
Subjects:
Online Access:https://www.mdpi.com/2673-2688/3/2/20