Chinese Optics Letters, Volume. 15, Issue 10, 101101(2017)

Simple and effective method to improve the signal-to-noise ratio of compressive imaging

Yao Zhao, Qian Chen, Guohua Gu, and Xiubao Sui*
Author Affiliations
  • Jiangsu Key Laboratory of Spectral Imaging and Intelligence Sense, Nanjing University of Science and Technology, Nanjing 210094, China
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    Figures & Tables(7)
    Schematic of the setup.
    Reconstruction results of compressive imaging under a noise-free environment. (a) Original image with the spatial resolution of 96 × 96; (b) the reconstructed image by TVAL3 under a noise-free condition.
    Reconstruction results of the compressive imaging in different noise environments.
    (a) Reconstructed image under 55 dBW Gaussian noise; reconstructed images by the proposed method with m=(b) 5, (c) 10, and (d) 15.
    Relationship between PSNRs and m.
    (a) Reconstructed image under 65 dBW Gaussian noise; (b) reconstructed image by the proposed method with m=30 (65 dBW noise).
    • Table 1. Relationship between PSNRs and m

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      View in Article

      Table 1. Relationship between PSNRs and m

      Number of m15101520
      PSNR (dB)14.00517.84119.79220.67621.612
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    Yao Zhao, Qian Chen, Guohua Gu, Xiubao Sui. Simple and effective method to improve the signal-to-noise ratio of compressive imaging[J]. Chinese Optics Letters, 2017, 15(10): 101101

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    Paper Information

    Category: Fiber Optics and Optical Communications

    Received: Jun. 7, 2017

    Accepted: Jul. 3, 2017

    Published Online: Jul. 19, 2018

    The Author Email: Xiubao Sui (sxbhandsome@163.com)

    DOI:10.3788/COL201715.101101

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