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Acta Optica Sinica, Volume. 40, Issue 17, 1728001(2020)

Saliency Detection for Ship Targets on Four-Band Multi-Spectral Remote Sensing Images

Wensheng Wang1、*, Min Huang1, Tianjian Li1, Huan Hu1, and Guoling Bi2
Author Affiliations
  • 1Mechanical Electrical Engineering School, Beijing Information Science & Technology University, Beijing 100192, China;
  • 2Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun, Jilin 130033, China
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    AbstractGet PDF(in Chinese)
    Figures&Tables (9)
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    References (24)
    Cited By (3)
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    Figures & Tables(9)
    Diagram of MSS model

    Fig. 1. Diagram of MSS model

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    Diagram of NSCT

    Fig. 2. Diagram of NSCT

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    Images under different wavebands. (a) Blue band; (b) green band; (c) red band; (d) NIR band

    Fig. 3. Images under different wavebands. (a) Blue band; (b) green band; (c) red band; (d) NIR band

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    Flow chart of proposed algorithm

    Fig. 4. Flow chart of proposed algorithm

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    Detection results of different algorithms. (a) Original image; (b) traditional MSS; (c) NSCT-MSS; (d) NSCT-MSS binary map

    Fig. 5. Detection results of different algorithms. (a) Original image; (b) traditional MSS; (c) NSCT-MSS; (d) NSCT-MSS binary map

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    Comparison results of detection

    Fig. 6. Comparison results of detection

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    Precision of different algorithms at different scenes

    Fig. 7. Precision of different algorithms at different scenes

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    Recall of different algorithms at different scenes

    Fig. 8. Recall of different algorithms at different scenes

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    • Table 1. Precision and recall of different algorithms at different scenes%

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      Table 1. Precision and recall of different algorithms at different scenes%

      AlgorithmClean sceneStrong clutter sceneLow contrast scene
      RprecisionRrecallRprecisionRrecallRprecisionRrecall
      Proposed algorithm98.098.593.890.298.195.8
      AC90.392.987.678.593.561.2
      FT89.493.485.180.492.170.3
      SR79.195.166.385.691.275.2
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    Wensheng Wang, Min Huang, Tianjian Li, Huan Hu, Guoling Bi. Saliency Detection for Ship Targets on Four-Band Multi-Spectral Remote Sensing Images[J]. Acta Optica Sinica, 2020, 40(17): 1728001

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Apr. 28, 2020

    Accepted: May. 29, 2020

    Published Online: Aug. 25, 2020

    The Author Email: Wang Wensheng (ws_wang1128@126.com)

    DOI:10.3788/AOS202040.1728001

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology