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3D Image Restoration using Implicit Neural Representations for Brightfield and Widefield Fluorescence Microscopy

Published in Computational Optical Sensing and Imaging, 2024-07

Chenyu Xu , Zhouyu Jin , Bo Xiong , You Zhou^* , Xun Cao

An implicit neural representation method for restoring both 3D brightfield and widefield fluorescence microscopy stacks and mitigating inter-plane crosstalk.

Recommended citation: Xu, Chenyu, et al. "3D Image Restoration using Implicit Neural Representations for Brightfield and Widefield Fluorescence Microscopy." Computational Optical Sensing and Imaging. Optica Publishing Group, 2024.
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^*Corresponding author

Physics-Informed Ellipsoidal Coordinate Encoding Implicit Neural Representation for high-resolution volumetric wide-field microscopy

Preprint in Biorxiv, 2024-10

You Zhou^‡ , Chenyu Xu^‡ , Zhouyu Jin^‡ , Yanqin Chen , Bei Zheng , Meiyue Wang , Bo Xiong^* , Xun Cao^* , Ning Gu^*

A self-supervised implicit neural representation with embedded optical system prior for high-fidelity volumetric wide-field fluorescence microscopy reconstruction.

Recommended citation: Zhou, You, et al. "Physics-Informed Ellipsoidal Coordinate Encoding Implicit Neural Representation for high-resolution volumetric wide-field microscopy." bioRxiv (2024): 2024-10.
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^‡Equal contribution | ^*Corresponding author

3D Gaussian adaptive reconstruction for Fourier light-field microscopy

Published in Advanced Imaging, 2025-09

Chenyu Xu^‡ , Zhouyu Jin^‡ , Chengkang Shen , Hao Zhu , Zhan Ma , Bo Xiong^* , You Zhou^* , Xun Cao , Ning Gu

A 3D Gaussian primitive-based self-supervised reconstruction framework for improving resolution and reconstruction quality in Fourier light-field microscopy.

Recommended citation: Xu, Chenyu, et al. "3D Gaussian adaptive reconstruction for Fourier light-field microscopy," Adv. Imaging 2, 055001 (2025)
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^‡Equal contribution | ^*Corresponding author

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

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Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

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Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

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Teaching Assitant, Fundamental Electrical Experiments

Undergraduate course, Nanjing University, 2024

Teaching Assitant, Artificial Intelligence in Biomedical Imaging and Image Processing

Undergraduate course, Nanjing University, 2025