U-Net Driven High-Resolution Complex Field Information Prediction in Single-Shot Four-Step Phase-Shifted Digital Holography Using Polarization Camera

U-Net Driven High-Resolution Complex Field Information Prediction in Single-Shot Four-Step Phase-Shifted Digital Holography Using Polarization Camera

We present a novel high-resolution complex field extraction technique utilizing U-Net-based architecture to effectively overcome the inherent resolution limitations of polarization cameras with micro-polarized arrays. Our method extracts high-resolution complex field information, achieving a resolut...

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Bibliographic Details
Main Authors: Askari Mehdi, Yongjun Lim, Kwan-Jung Oh, Jae-Hyeung Park
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Photonics
Subjects:
deep learning
complex field extraction
polarized image sensor
phase-shifting holography
image super-resolution
Online Access:https://www.mdpi.com/2304-6732/11/12/1172
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