Enhancement of Partially Coherent Diffractive Images Using Generative Adversarial Network

Enhancement of Partially Coherent Diffractive Images Using Generative Adversarial Network

We present a deep learning-based generative model for the enhancement of partially coherent diffractive images. In lensless coherent diffractive imaging, a highly coherent X-ray illumination is required to image an object at high resolution. Non-ideal experimental conditions result in a partially co...

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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:
partial coherence
coherent diffractive imaging
GAN (generative adversarial network)
phase retrieval
ptychography
Online Access:https://www.mdpi.com/2673-2688/3/2/17

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