Robust Holographic Reconstruction by Deep Learning with One Frame

A robust method is proposed to reconstruct images with only one hologram in digital holography by introducing a deep learning (DL) network. The U-net neural network is designed according to DL principles and trained by the image data set collected using phase-shifting digital holography (PSDH). The...

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Bibliographic Details
Main Authors: Xianfeng Xu, Weilong Luo, Hao Wang, Xinwei Wang
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Photonics
Subjects:
Online Access:https://www.mdpi.com/2304-6732/10/10/1155