Infrared and Laser Engineering, Volume. 51, Issue 9, 20210939(2022)

Visual salient dim small target detection based on nonlinear anti noise estimation

Shiqiong Chen
Author Affiliations
  • School of Information Technology, Xichang University, Xichang 615013, China
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    Figures & Tables(7)
    Schematic diagram of classical LCM algorithm
    Algorithm flow chart
    Original image
    Schematic diagram of detection effect of algorithms
    ROC curves of real infrared and noised images
    • Table 1. Comparisons of three algorithms

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      Table 1. Comparisons of three algorithms

      No.Original imageLCMVSI-SD LCMNLA LCM
      注:表格中数据表示SNR/BF
      Image sequences 13.2/1.04.5/2.67.3/5.98.1/6.0
      Image sequences 22.1/1.06.5/4.38.3/5.210.6/9.3
      Image sequences 35.0/1.011.8/8.415.0/13.929.5/26.7
      Image sequences 47.9/1.024.1/19.635.1/28.447.3/35.8
    • Table 2. Comparison of processing speed of three algorithms

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      Table 2. Comparison of processing speed of three algorithms

      No.LCMVSI-SD LCMNLA LCM
      Image sequences 10.8390.5921.474
      Image sequences 20.1140.3671.598
      Image sequences 30.1390.7701.472
      Image sequences 40.2520.2701.176
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    Shiqiong Chen. Visual salient dim small target detection based on nonlinear anti noise estimation[J]. Infrared and Laser Engineering, 2022, 51(9): 20210939

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    Paper Information

    Category: Image processing

    Received: Dec. 6, 2021

    Accepted: --

    Published Online: Jan. 6, 2023

    The Author Email:

    DOI:10.3788/IRLA20210939

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