Laser & Optoelectronics Progress, Volume. 59, Issue 4, 0411003(2022)

Design and Training of Anti-Noise Reconstruction Network for Single-Photon Compression Imaging

Zhitai Zhu, Qiurong Yan*, Yining Xiong, Shengtao Yang, and Zheyu Fang
Author Affiliations
  • School of Information Engineering, Nanchang University, Nanchang , Jiangxi 330031, China
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    References(32)

    [1] Yu W K, Yao X R, Liu X F et al. Compressed sensing for ultra-weak light counting imaging[J]. Optics and Precision Engineering, 20, 2283-2292(2012).

    [4] Zhong Y F, Ren J J, Li L J et al. Pulsed terahertz nondestructive detection tomography based on fringe suppression technology[J]. Chinese Journal of Lasers, 47, 1014001(2020).

    [6] Zhang X, Lin D Y, Niu J J et al. Low photon count fluorescence lifetime analysis based on alternating descent conditional gradient method[J]. Chinese Journal of Lasers, 47, 0207022(2020).

    [12] Sun J, Li H, Xu Z. Deep ADMM-Net for compressive sensing MRI[C], 10-18(2016).

    [16] Guan Y Q, Yan Q R, Yang S T et al. Single-photon compressive imaging based on residual codec network[J]. Acta Optica Sinica, 40, 0111022(2020).

    [26] Li C. An efficient algorithm for total variation regularization with applications to the single pixel camera and compressive sensing[D](2010).

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    Zhitai Zhu, Qiurong Yan, Yining Xiong, Shengtao Yang, Zheyu Fang. Design and Training of Anti-Noise Reconstruction Network for Single-Photon Compression Imaging[J]. Laser & Optoelectronics Progress, 2022, 59(4): 0411003

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    Paper Information

    Category: Imaging Systems

    Received: Jan. 25, 2021

    Accepted: Apr. 14, 2021

    Published Online: Jan. 25, 2022

    The Author Email: Qiurong Yan (yanqiurong@ncu.edu.cn)

    DOI:10.3788/LOP202259.0411003

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