Untrained neural network enhances the resolution of structured illumination microscopy under strong background and noise levels

Yu He; Yunhua Yao; Yilin He; Zhengqi Huang; Dalong Qi; Chonglei Zhang; Xiaoshuai Huang; Kebin Shi; Pengpeng Ding; Chengzhi Jin; Lianzhong Deng; Zhenrong Sun; Xiaocong Yuan; Shian Zhang

doi:10.1117/1.APN.2.4.046005

Journals >Advanced Photonics Nexus >Volume 2 >Issue 4 >Page 046005 > Article

Advanced Photonics Nexus
Vol. 2, Issue 4, 046005 (2023)

Untrained neural network enhances the resolution of structured illumination microscopy under strong background and noise levels

Yu He^1、†, Yunhua Yao¹, Yilin He¹, Zhengqi Huang¹, Dalong Qi¹, Chonglei Zhang², Xiaoshuai Huang³, Kebin Shi⁴, Pengpeng Ding¹, Chengzhi Jin¹, Lianzhong Deng¹, Zhenrong Sun¹, Xiaocong Yuan^2、*, and Shian Zhang^{1、5、6、*}

Author Affiliations

¹East China Normal University, School of Physics and Electronic Science, State Key Laboratory of Precision Spectroscopy, Shanghai, China

²Shenzhen University, Institute of Microscale Optoelectronics, Nanophotonics Research Center, Shenzhen Key Laboratory of Micro-Scale Optical Information Technology, Shenzhen, China

³Peking University, Biomedical Engineering Department, Beijing, China

⁴Peking University, School of Physics, State Key Laboratory for Mesoscopic Physics and Frontiers Science Center for Nano-optoelectronics, Beijing, China

⁵East China Normal University, Joint Research Center of Light Manipulation Science and Photonic Integrated Chip of East China Normal University and Shandong Normal University, Shanghai, China

⁶Shanxi University, Collaborative Innovation Center of Extreme Optics, Taiyuan, China

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DOI: 10.1117/1.APN.2.4.046005 Cite this Article Set citation alerts

Yu He, Yunhua Yao, Yilin He, Zhengqi Huang, Dalong Qi, Chonglei Zhang, Xiaoshuai Huang, Kebin Shi, Pengpeng Ding, Chengzhi Jin, Lianzhong Deng, Zhenrong Sun, Xiaocong Yuan, Shian Zhang. Untrained neural network enhances the resolution of structured illumination microscopy under strong background and noise levels[J]. Advanced Photonics Nexus, 2023, 2(4): 046005 Copy Citation Text

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