Journal of Infrared and Millimeter Waves, Volume. 42, Issue 4, 519(2023)

Analysis of eliminating feature mismatch in satellite-borne optical remote sensing images

Su-Mei XUE1,2,3, Yu-Yu TANG1,2、*, Jun WEI1,2, and Xiao-Xian HUANG1,2
Author Affiliations
  • 1Key Laboratory of Infrared Detection and Imaging Technology of the Chinese Academy of Sciences,Shanghai 200083,China
  • 2Shanghai Institute of Technical Physics of the Chinese Academy of Sciences,Shanghai 200083,China
  • 3University of Chinese Academy of Sciences,Beijing 100049,China
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    Figures & Tables(12)
    The flow chart of mismatch elimination
    The schematic illustration of feature local consensus
    The schematic illustration of feature topological consensus
    Comparison of directed matching strategy and guided matching strategy,(a)directed matching,(b)guided matching
    Comparison of Cglobaldistribution histograms of global consistency value,(a)directed matching,(b)guided matching
    Experimental images
    Initial matching
    Comparison of mismatch elimination results by different methods,(a)proposed method,(b)FSC algorithm,(c)PSOED algorithm,(d)LPM algorithm
    Objective evaluation of matching results,(a)precision,(b)recall,(c)F-score
    Robust test of matching algorithms,(a)precision,(b)recall,(c)F-score
    • Table 1. Information of experimental images

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      Table 1. Information of experimental images

      图像对编号参考图待配图图像大小
      A

      天宫2号

      可见光

      天宫2号

      短波红外

      684×664
      B

      Sentinel_2B

      短波红外

      Landsat4-5_TM

      短波红外

      850×1 000
      C

      Landsat8

      近红外

      Landsat8

      短波红外

      749×877
      D

      天宫2号

      可见近红外

      天宫2号

      热红外

      880×713
    • Table 2. Comparison of algorithm time(s)

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      Table 2. Comparison of algorithm time(s)

      初始匹配数本文PSOEDLPMFSC
      2000.1012.5230.7420.024
      3500.1452.5560.7550.028
      5000.1982.5710.7590.029
      6500.2152.5730.7650.03
      8400.312.5890.8120.032
      9470.4082.6590.8980.037
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    Su-Mei XUE, Yu-Yu TANG, Jun WEI, Xiao-Xian HUANG. Analysis of eliminating feature mismatch in satellite-borne optical remote sensing images[J]. Journal of Infrared and Millimeter Waves, 2023, 42(4): 519

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    Paper Information

    Category: Research Articles

    Received: Nov. 9, 2022

    Accepted: --

    Published Online: Aug. 1, 2023

    The Author Email: Yu-Yu TANG (tangyuyu@mail.sitp.ac.cn)

    DOI:10.11972/j.issn.1001-9014.2023.04.014

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