Deep learning coherent diffractive imaging

HIGHLIGHTS

  • who: from the Department of Physics and Astronomy and California NanoSystems Institute, University of California, Los Angeles, CA, have published the research: Deep Learning Coherent Diffractive Imaging, in the Journal: (JOURNAL)
  • what: The authors report the development of deep learning coherent electron diffractive imaging at subu00e5ngstru00f6m resolution using convolutional neural_networks (CNNs) trained with only simulated data. In this Letter, the authors report that such an approach is not only possible, but powerful enough to compete against conventional ptychographic reconstruction algorithms in atomic- resolution electron imaging. Although the authors focused on the recovery of phase objects . . .

     

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