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Calculating real-time computer-generated holograms for holographic 3D displays through deep learning

  • Sheng Chi Liu
  • , Jin Li
  • , Daping Chu*
  • *Corresponding author for this work
  • University of Cambridge

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

A deep learning method is proposed to calculate holograms in real-time. After training, it can generate holograms for all R/G/B channels within 10 msec. Simulation results confirm successfully reconstruct the target training and testing images.

Original languageEnglish
Title of host publicationProceedings - Digital Holography and Three-Dimensional Imaging 2019
PublisherOptica Publishing Group (formerly OSA)
ISBN (Electronic)9781943580590
StatePublished - 13 May 2019
Externally publishedYes
Event2019 Conference on Digital Holography and Three-Dimensional Imaging, DH 2019 - Bordeaux, France
Duration: 19 May 2019 → 23 May 2019

Publication series

NameOptics InfoBase Conference Papers
ISSN (Electronic)2162-2701

Conference

Conference2019 Conference on Digital Holography and Three-Dimensional Imaging, DH 2019
Country/TerritoryFrance
CityBordeaux
Period19/05/19 → 23/05/19

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