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

Liu, SC; Li, J; Chu, D

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

Accepted version

Peer-reviewed

Repository URI

https://www.repository.cam.ac.uk/handle/1810/307116

Repository DOI

https://doi.org/10.17863/CAM.54209

Files

Accepted version (513.76 KB)

Type

Conference Object

Authors

Liu, SC

Li, J

Chu, Daping

https://orcid.org/0000-0001-9989-6238

Abstract

© OSA 2019 © 2019 The Author(s) 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.

Keywords

5107 Particle and High Energy Physics, 51 Physical Sciences

Journal Title

Digital Holography and Three-Dimensional Imaging Conference Proceedings 2007-2019

Conference Name

Digital Holography and Three-Dimensional Imaging 2019

Journal ISSN

2162-2701

Publisher

OSA Publishing

Publisher DOI

https://doi.org/10.1364/DH.2019.Tu4A.7

Rights

Sponsorship

Engineering and Physical Sciences Research Council (EP/L015455/1)

Collections

Cambridge University Research Outputs