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MDFP-Net:A model-driven deep neural network for Fourier ptychography

Baopeng Li Qi Xie Caiwen Ma Zhibin Pan Mingyang Yang Hui Zhao Wei Gao Xuewu Fan Deyu Meng

Computational Visual Media2025，Vol.11Issue(5)：P.1059-1077,19.

Computational Visual Media2025，Vol.11Issue(5)：P.1059-1077,19.DOI:10.26599/CVM.2025.9450442

MDFP-Net:A model-driven deep neural network for Fourier ptychography

Baopeng Li ¹Qi Xie ²Caiwen Ma ³Zhibin Pan ⁴Mingyang Yang ³Hui Zhao ³Wei Gao ³Xuewu Fan ³Deyu Meng²

作者信息

1. Xi''an Institute of Optics and Precision Mechanics,Chinese Academy of Sciences,Xi''an 710119,China School of Mathematics and Statistics,Xi''an Jiaotong University,Xi''an 710049,China University of Chinese Academy of Sciences,Beijing 100049,China
2. School of Mathematics and Statistics,Xi''an Jiaotong University,Xi''an 710049,China
3. Xi''an Institute of Optics and Precision Mechanics,Chinese Academy of Sciences,Xi''an 710119,China
4. Faculty of Electronic and Information Engineering,Xi''an Jiaotong University,Xi''an 710049,China
折叠

摘要

关键词

Fourier ptychography(FP)/phase retrieval image super-resolution/interpretable deep learning

分类

信息技术与安全科学

引用本文复制引用

Baopeng Li,Qi Xie,Caiwen Ma,Zhibin Pan,Mingyang Yang,Hui Zhao,Wei Gao,Xuewu Fan,Deyu Meng..MDFP-Net:A model-driven deep neural network for Fourier ptychography[J].Computational Visual Media,2025,11(5):P.1059-1077,19.

基金项目

supported in part by the National Natural Science Foundation of China(12226004,U21A6005,62272375) （12226004,U21A6005,62272375）

the Open Research Fund of the State Key Laboratory of Transient Optics and Photonics(SKLST202114) （SKLST202114）

the High-resolution Earth Observation System of China(GFZX04014307) （GFZX04014307）

the Western Young Scholars of the Chinese Academy of Sciences(XAB2022YN08). （XAB2022YN08）

Computational Visual Media

OACSCD

ISSN：2096-0433

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