Chinese Journal of Lasers, Volume. 47, Issue 10, 1004004(2020)

Adaptive Total Variation Speckle Denoising Method Based on Sine-Cosine Decomposition

Liu Ji1,2, Huang Xiaohui2、*, Wu Jinhui1, Su Ninggang2, and Yu Lixia2
Author Affiliations
  • 1Science and Technology on Electronic Test and Measurement Laboratory, North University of China, Taiyuan, Shanxi 0 30051, China
  • 2College of Information and Communications Engineering, North University of China, Taiyuan, Shanxi 0 30051, China
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    Figures & Tables(8)
    Effect of different denoising methods. (a) Simulated phase image; (b) noisy phase image; (c) TV; (d) ATV; (e) our method
    ATV denoising process of the sine-cosine decomposition algorithm. (a) Original phase image; (b) phase image obtained by sine transformation; (c) phase image obtained by cosine transformation; (d) phase image of sine transformation obtained by ATV denoising; (e) phase image of cosine transformation obtained by ATV denoising; (f) phase image of arctangent synthesis
    Denoising effect of different p(x,y). (a) p(x,y)=1.10; (b) p(x,y)=1.30; (c) p(x,y)=1.45; (d) p(x,y)=1.50; (e) p(x,y)=1.55; (f)
    Phase distribution of the horizontal center axis. (a) Simulated phase image; (b) original phase image; (c) phase image after denoising by ATV method; (d) phase image after denoising by our method
    Unwrapping image obtained by different methods. (a) Original phase image; (b) TV; (c) ATV; (d) our method
    Deformation field distribution of the measured object obtained by different denoising methods. (a)--(d) Deformation field distribution corresponding to Fig. 5(a)--Fig. 5(d)
    Deformation field distribution of the measured object with different parameter p(x,y). (a)--(f) Deformation field distribution corresponding to Fig. 3(a)--Fig. 3(f)
    • Table 1. Comparison of denoising effects of phase image

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      Table 1. Comparison of denoising effects of phase image

      MethodTVATVOur proposed
      PSNR /dB28.166531.139233.1776
      SSIM0.89120.90720.9478
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    Liu Ji, Huang Xiaohui, Wu Jinhui, Su Ninggang, Yu Lixia. Adaptive Total Variation Speckle Denoising Method Based on Sine-Cosine Decomposition[J]. Chinese Journal of Lasers, 2020, 47(10): 1004004

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    Paper Information

    Category: Measurement and metrology

    Received: Apr. 30, 2020

    Accepted: --

    Published Online: Oct. 16, 2020

    The Author Email: Xiaohui Huang (1095067965@qq.com)

    DOI:10.3788/CJL202047.1004004

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