Chinese Optics Letters, Volume. 23, Issue 10, 101101(2025)

Enhancing deep-learning-based structured illumination microscopy reconstruction with light field awareness

Longkun Shan1,2, Zehao Wang1,2、*, Tongtian Weng1,2, Xiangdong Chen1,2,3, and Fangwen Sun1,2,3
Author Affiliations
  • 1CAS Key Laboratory of Quantum Information, University of Science and Technology of China, Hefei 230026, China
  • 2CAS Center for Excellence in Quantum Information and Quantum Physics, University of Science and Technology of China, Hefei 230026, China
  • 3Hefei National Laboratory, University of Science and Technology of China, Hefei 230088, China
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    [20] T.-Y. Lin, M. Maire, S. Belongie et al. Microsoft coco: common objects in context. European Conference on Computer Vision, 740(2014).

    [21] E. Catmull, R. Rom. A class of local interpolating splines. Computer Aided Geometric Design, 317(1974).

    [24] Y. Zhang, K. Li, K. Li et al. Image super-resolution using very deep residual channel attention networks. Computer Vision ECCV 2018, 294(2018).

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    Longkun Shan, Zehao Wang, Tongtian Weng, Xiangdong Chen, Fangwen Sun, "Enhancing deep-learning-based structured illumination microscopy reconstruction with light field awareness," Chin. Opt. Lett. 23, 101101 (2025)

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    Paper Information

    Category: Imaging Systems and Image Processing

    Received: Feb. 25, 2025

    Accepted: May. 27, 2025

    Published Online: Sep. 9, 2025

    The Author Email: Zehao Wang (zehao@ustc.edu.cn)

    DOI:10.3788/COL202523.101101

    CSTR:32184.14.COL202523.101101

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