Calculating real-time computer-generated holograms for holographic 3D displays through deep learning
Accepted version
Peer-reviewed
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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.
Description
Keywords
5107 Particle and High Energy Physics, 51 Physical Sciences, Machine Learning and Artificial Intelligence, Networking and Information Technology R&D (NITRD)
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
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Publisher
OSA Publishing
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All rights reserved
Sponsorship
Engineering and Physical Sciences Research Council (EP/L015455/1)