Photonics Research, Volume. 12, Issue 9, 2047(2024)

Image reconstruction through a nonlinear scattering medium via deep learning

Shuo Yan1、†, Yiwei Sun1、†, Fengchao Ni1、†, Zhanwei Liu1, Haigang Liu1,4、*, and Xianfeng Chen1,2,3,5、*
Author Affiliations
  • 1State Key Laboratory of Advanced Optical Communication Systems and Networks, School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China
  • 2Shanghai Research Center for Quantum Sciences, Shanghai 201315, China
  • 3Collaborative Innovation Center of Light Manipulations and Applications, Shandong Normal University, Jinan 250358, China
  • 4e-mail: liuhaigang@sjtu.edu.cn
  • 5e-mail: xfchen@sjtu.edu.cn
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    References(56)

    [36] H. Wang, Y. Rivenson, Y. Jin. Deep learning achieves super-resolution in fluorescence microscopy. BioRxiv(2018).

    [47] O. Ronneberger, P. Fischer, T. Brox. U-Net: Convolutional Networks for Biomedical Image Segmentation(2015).

    [49] T. Tong, G. Li, X. Liu. Image super-resolution using dense skip connections. Proceedings of the IEEE International Conference on Computer Vision, 4799-4807(2017).

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    Shuo Yan, Yiwei Sun, Fengchao Ni, Zhanwei Liu, Haigang Liu, Xianfeng Chen, "Image reconstruction through a nonlinear scattering medium via deep learning," Photonics Res. 12, 2047 (2024)

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    Paper Information

    Category: Nonlinear Optics

    Received: Mar. 13, 2024

    Accepted: Jul. 7, 2024

    Published Online: Sep. 2, 2024

    The Author Email: Haigang Liu (liuhaigang@sjtu.edu.cn), Xianfeng Chen (xfchen@sjtu.edu.cn)

    DOI:10.1364/PRJ.523728

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