Unsupervised classification for region of interest in X-ray ptychography

Abstract X-ray ptychography offers high-resolution imaging of large areas at a high computational cost due to the large volume of data provided. To address the cost issue, we propose a physics-informed unsupervised classification algorithm that is performed prior to reconstruction and removes data o...

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Bibliographic Details
Main Authors: Dergan Lin, Yi Jiang, Junjing Deng, Zichao Wendy Di
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-45336-4