Acta Optica Sinica, Volume. 41, Issue 9, 0918001(2021)

Research on Microscopic Imaging of High Resolution Light Field Based on Graph Regularization

Feifan Yang1,2, Hui Li1,2,3、*, Jing Peng1,2, and Yuntao Wu1,2
Author Affiliations
  • 1School of Computer Science and Engineering, Wuhan Institute of Technology, Wuhan, Hubei 430205, China
  • 2Hubei Key Laboratory of Intelligent Robot, Wuhan, Hubei 430205, China
  • 3School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan, Hubei 430074, China
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    References(22)

    [1] Levoy M, Ng R, Adams A et al. Light field microscopy[J]. ACM Transactions on Graphics, 25, 924-934(2006).

    [2] Guo C L, Liu W H, Hua X W et al. Fourier light-field microscopy[J]. Optics Express, 27, 25573-25594(2019).

    [6] Li H Y, Guo C L, Kim-Holzapfel D et al. Fast, volumetric live-cell imaging using high-resolution light-field microscopy[J]. Biomedical Optics Express, 10, 29-49(2019).

    [15] Bishop T E, Zanetti S, Favaro P. Light field superresolution[C]∥2009 IEEE International Conference on Computational Photography (ICCP), April 16-17, 2009, San Francisco, CA, USA., 1-9(2009).

    [16] Wanner S, Goldluecke B. Spatial and angular variational super-resolution of 4D light fields[M]. Berlin: Springer, 608-621(2012).

    [17] Yoon Y, Jeon H G, Yoo D et al. Light-field image super-resolution using convolutional neural network[J]. IEEE Signal Processing Letters, 24, 848-852(2017).

    [20] Zhang B L. Image super-resolution reconstruction algorithm based on adaptive regularization[D]. Nanchang: Nanchang Hangkong University, 6-10(2019).

    [21] Rossi M, Frossard P. Geometry-consistent light field super-resolution via graph-based regularization[J]. IEEE Transactions on Image Processing, 27, 4207-4218(2018).

    [22] Zhang S, Lin Y F, Sheng H. Residual networks for light field image super-resolution[C]∥2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 15-20, 2019, Long Beach, CA, USA., 11038-11047(2019).

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    Feifan Yang, Hui Li, Jing Peng, Yuntao Wu. Research on Microscopic Imaging of High Resolution Light Field Based on Graph Regularization[J]. Acta Optica Sinica, 2021, 41(9): 0918001

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    Paper Information

    Category: Microscopy

    Received: Sep. 30, 2020

    Accepted: Dec. 1, 2020

    Published Online: May. 8, 2021

    The Author Email: Li Hui (lihui00317@163.com)

    DOI:10.3788/AOS202141.0918001

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