Nature Communications (Mar 2022)

All-fiber high-speed image detection enabled by deep learning

  • Zhoutian Liu,
  • Lele Wang,
  • Yuan Meng,
  • Tiantian He,
  • Sifeng He,
  • Yousi Yang,
  • Liuyue Wang,
  • Jiading Tian,
  • Dan Li,
  • Ping Yan,
  • Mali Gong,
  • Qiang Liu,
  • Qirong Xiao

DOI
https://doi.org/10.1038/s41467-022-29178-8
Journal volume & issue
Vol. 13, no. 1
pp. 1 – 8

Abstract

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Here, the authors demonstrate high-speed imaging through multimode optical fibers by using the high intermodal dispersion to transform 2D spatial information into 1D temporal pulsed signal streams. Deep learning is used to reconstruct the images of micron-scale objects at high frame rates.