Infrared and Laser Engineering, Volume. 51, Issue 2, 20210844(2022)

Ship wake extraction and detection from infrared remote sensing images

Yan Cheng, Xuelian Yu*, Weixian Qian, and Ye Qian
Author Affiliations
  • School of Electronic and Optical Engineering, Nanjing University of Science and Technology, Nanjing 210094, China
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    Figures & Tables(13)
    Ship wake pattern
    Optical remote sensing image of ship wake with bubbles
    Sketch of Dot and Curve
    Wake detection and feature extraction algorithm
    Bright wake original image and test results
    Grayscale curve of main and auxiliary axes of bright wake
    Dark wake original image and test results
    Grayscale curve of main and auxiliary axes of dark wake
    Flow chart of ship wake detection and identification algorithm on the sea
    Results of ship wake detection. (a), (d), (g), (j), (m) Original image; (b), (e), (h), (k), (n) Dot-Curve image; (c), (f), (i), (l), (o) Detection result
    • Table 1. Statistics of characteristics of main and auxiliary axes of bright wake

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      Table 1. Statistics of characteristics of main and auxiliary axes of bright wake

      Length of main axisGray mean value of main axisGray mean value of auxiliary axisGray variance of main axisGray variance of auxiliary axisGray slope of auxiliary axis
      285484.89[5270.13;5227.13;5201.33]271.58[265.54;124.75;47.66][107.77,98.12;33.06, 58.71;15.80,21.13]
    • Table 2. Statistics of characteristics of main and auxiliary axes of dark wake

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      Table 2. Statistics of characteristics of main and auxiliary axes of dark wake

      Length of main axisGray mean value of main axisGray mean value of auxiliary axisGray variance of main axisGray variance of auxiliary axisGray slope of auxiliary axis
      7512370.44[12388.00;12478.40;12604.87; 12713.93;12673.53;12677.73] 234.51[134.72;142.01;133.78; 119.19;110.90;186.68] [−58.02,−54.10;−48.65,−51.40;−44.44, −59.24;−39.52,−37.06;−49.67, −34.17;18.24,20.79]
      6611638.26[11982.47;11947.07;12003.33; 12096.13;12139.93] 316.11[215.08;279.53;232.71; 249.21;180.56] [−91.08,−86.40;−100.71,−117.10; −92.79,−34.55;−35.80, −91.88;9.24,74.57]
    • Table 3. Efficiency of ship wake detection

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      Table 3. Efficiency of ship wake detection

      BandDetection rateFalse alarm rate
      SWIR97.479%8.403%
      LWIR94.531%3.968%
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    Yan Cheng, Xuelian Yu, Weixian Qian, Ye Qian. Ship wake extraction and detection from infrared remote sensing images[J]. Infrared and Laser Engineering, 2022, 51(2): 20210844

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    Paper Information

    Category: Special issue-Infrared low light level night vision technology

    Received: Nov. 12, 2021

    Accepted: --

    Published Online: Mar. 21, 2022

    The Author Email: Yu Xuelian (xinranyxl@163.com)

    DOI:10.3788/IRLA20210844

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