Self-Supervised Deep Learning for Improved Image-Based Wave-Front Sensing

Phase retrieval from supervised learning neural networks is restricted due to the problem of obtaining labels. To address this situation, in the present paper, we propose a phase retrieval model of self-supervised physical deep learning combined with a complete physical model to represent the image-...

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Bibliographic Details
Main Authors: Yangjie Xu, Hongyang Guo, Zihao Wang, Dong He, Yi Tan, Yongmei Huang
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Photonics
Subjects:
Online Access:https://www.mdpi.com/2304-6732/9/3/165