A machine learning model for textured x-ray scattering and diffraction image denoising

HIGHLIGHTS

  • who: Zhongzheng Zhou from the (UNIVERSITY) have published the article: A machine learning model for textured X-ray scattering and diffraction image denoising, in the Journal: (JOURNAL) of 14/Oct/2022
  • what: Based on the model proposed in this work, only small number of paired images (0.3 s and 1 s) need to be acquired; thereby, for subsequent experiments, only 0.3 s images are needed (as testing dataset), saving tremendous exposure time with more reliable results while being able to characterize more samples within limited beamtime.
  • how: Overview of SEDCNN network . . .

     

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