Laser & Optoelectronics Progress, Volume. 58, Issue 14, 1412004(2021)

Speckle Area Extraction Based on Weighted Entropy of Laplacian Pyramid

Yuqiao Yang, Kun Ma*, Yue Yuan, Houchuang Chen, and Yuxuan Xue
Author Affiliations
  • Faculty of Science, Kunming University of Science and Technology, Kunming, Yunnan 650500, China
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    Figures & Tables(8)
    Gray distributions of different areas. (a) Background area; (b) speckle area
    Gaussian pyramid and Laplacian pyramid
    Comparison of original image and Laplacian pyramid image. (a) Original image; (b) LP0 image
    Speckle area extraction based on second-order gradient entropy and Laplacian pyramid weighted entropy. (a) Extraction result based on second-order gradient entropy; (b) entropy value distribution histogram of second-order gradient entropy; (c) extraction result based on weighted entropy; (d) entropy value distribution histogram of weighted entropy
    Flow chart of speckle area extraction algorithm
    Original image 1 and comparison of extraction results of two methods. (a) Original image 1; (b) extraction result based on second-order gradient entropy; (c) extraction result based on weighted entropy
    Original image 2 and comparison of extraction results of two methods. (a) Original image 2; (b) extraction result based on second-order gradient entropy; (c) extraction result based on weighted entropy
    • Table 1. Calculation time for comparison

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      Table 1. Calculation time for comparison

      ResolutionCalculation time /s(1-t2/t1) /%
      t1t2
      1944 pixel×2592 pixel1047.2930.1097.13
      1392 pixel×1040 pixel313.9034.3389.06
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    Yuqiao Yang, Kun Ma, Yue Yuan, Houchuang Chen, Yuxuan Xue. Speckle Area Extraction Based on Weighted Entropy of Laplacian Pyramid[J]. Laser & Optoelectronics Progress, 2021, 58(14): 1412004

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Oct. 30, 2020

    Accepted: Nov. 18, 2020

    Published Online: Jul. 8, 2021

    The Author Email: Ma Kun (453937936@qq.com)

    DOI:10.3788/LOP202158.1412004

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