Self-supervised learning of hologram reconstruction using physics
consistency

Self-supervised learning of hologram reconstruction using physics consistency

17 September 2022

Tairan Liu

Papers citing "Self-supervised learning of hologram reconstruction using physics consistency"

9 / 9 papers shown

Title
Towards Robust and Generalizable Gerchberg Saxton based Physics Inspired Neural Networks for Computer Generated Holography: A Sensitivity Analysis Framework Ankit Amrutkar Björn Kampa Volkmar Schulz Johannes Stegmaier Markus Rothermel Dorit Merhof 16 0 0 30 Apr 2025
OAH-Net: A Deep Neural Network for Hologram Reconstruction of Off-axis Digital Holographic Microscope Wei Liu Kerem Delikoyun Qianyu Chen Alperen Yildiz Si Ko Myo Win Sen Kuan John Tshon Yit Soong Matthew Edward Cove Oliver Hayden Hweekuan Lee 21 0 0 17 Oct 2024
Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data M. Fanous Paloma Casteleiro Costa Çaǧatay Işıl Luzhe Huang Aydogan Ozcan 22 2 0 21 Mar 2024
$Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor$ Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor Che-Yung Shen Jingxi Li Tianyi Gan Yuhang Li Langxing Bai Mona Jarrahi Aydogan Ozcan 24 2 0 16 Mar 2024
$All-optical complex field imaging using diffractive processors$ All-optical complex field imaging using diffractive processors Jingxi Li Yuhang Li Tianyi Gan Che-Yung Shen Mona Jarrahi Aydogan Ozcan 33 14 0 30 Jan 2024
On the use of deep learning for phase recovery Kaiqiang Wang Li Song Chutian Wang Zhenbo Ren Guangyuan Zhao ... Jianglei Di George Barbastathis Renjie Zhou Jianlin Zhao E. Lam 13 66 0 02 Aug 2023
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging Hanlong Chen Luzhe Huang Tairan Liu Aydogan Ozcan 13 14 0 09 Jan 2023
Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 26 33 0 21 Oct 2020
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,254 0 18 Oct 2020