Fourier Imager Network (FIN): A deep neural network for hologram
reconstruction with superior external generalization

Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization

22 April 2022

Tairan Liu

Papers citing "Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization"

15 / 15 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
FANformer: Improving Large Language Models Through Effective Periodicity Modeling Yihong Dong G. Li Xue Jiang Yongding Tao Kechi Zhang ... Huanyu Liu Jiazheng Ding Jia Li Jinliang Deng Hong Mei AI4TS 41 0 0 28 Feb 2025
BlurryScope: a cost-effective and compact scanning microscope for automated HER2 scoring using deep learning on blurry image data M. Fanous Christopher Michael Seybold Hanlong Chen N. Pillar Aydogan Ozcan 28 0 0 23 Oct 2024
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
FAN: Fourier Analysis Networks Yihong Dong Ge Li Yongding Tao Xue Jiang Kechi Zhang Jia Li Jing Su Jing Su Jun Zhang Jingjing Xu AI4TS 13 3 0 03 Oct 2024
Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data M. Fanous Paloma Casteleiro Costa Çaǧatay Işıl Luzhe Huang Aydogan Ozcan 24 3 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 34 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 44 14 0 30 Jan 2024
Enhancing Digital Hologram Reconstruction Using Reverse-Attention Loss for Untrained Physics-Driven Deep Learning Models with Uncertain Distance Xiwen Chen Hao Wang Zhao Zhang Zhenmin Li Huayu Li Tong Ye Abolfazl Razi 17 1 0 11 Jan 2024
$Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network$ Multispectral Quantitative Phase Imaging Using a Diffractive Optical Network Che-Yung Shen Jingxi Li Deniz Mengu Aydogan Ozcan 11 21 0 05 Aug 2023
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 71 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 21 14 0 09 Jan 2023
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 23 41 0 17 Sep 2022
Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 34 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 2,272 0 18 Oct 2020