• Spacecraft Recovery & Remote Sensing
  • Vol. 45, Issue 6, 82 (2024)
Zhilong YAN1,2, Shixiang CAO1,2, Chunxiao ZHANG1,2, Dou SUN3, and Hong LIU3
Author Affiliations
  • 1Beijing Institute of Space Mechanics & Electricitys, Beijing 100094, China
  • 2Key Laboratory for Advanced Optical Remote Sensing Technology of Beijing, Beijing 100094, China
  • 3Space Engineering University, Beijing 102206, China
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    DOI: 10.3969/j.issn.1009-8518.2024.06.008 Cite this Article
    Zhilong YAN, Shixiang CAO, Chunxiao ZHANG, Dou SUN, Hong LIU. Image Enhancement-Based Method for Detecting Spatial Targets in Ground-Based Observations[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(6): 82 Copy Citation Text show less
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    参数退化图像直方图修正巴特沃斯高通滤波AOD-Net本文方法
    PSNR均值/dB12.8525.6422.2226.1328.85
    SSIM均值0.577 20.856 60.591 30.876 40.905 8
    Table 1. Statistics table of mean of PSNR and SSIM on test set
    指标直接检测基于巴特沃斯高通滤波方法基于背景建模方法基于AOD-Net方法本文方法
    ACC0.63630.74170.61610.69800.8478
    FNR0.35780.25820.38320.30140.1518
    Table 2. Target detection results
    指标AOD-NetDe-PPM-MSRBDe-PPMDe-MSRB本文方法
    PSNR/dB26.1327.1427.4128.2328.85
    SSIM0.87640.83120.84650.88920.9058
    Table 3. Results of ablation experiment
    Zhilong YAN, Shixiang CAO, Chunxiao ZHANG, Dou SUN, Hong LIU. Image Enhancement-Based Method for Detecting Spatial Targets in Ground-Based Observations[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(6): 82
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