Real-time 4K computer-generated hologram based on encoding conventional neural network with learned layered phase

Abstract Learning-based computer-generated hologram (CGH) demonstrates great potential for real-time high-quality holographic displays. However, real-time 4K CGH generation for 3D scenes remains a challenge due to the computational burden. Here, a variant conventional neural network (CNN) is present...

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Bibliographic Details
Main Authors: Chongli Zhong, Xinzhu Sang, Binbin Yan, Hui Li, Xinhui Xie, Xiujuan Qin, Shuo Chen
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-46575-1