Spacecraft Recovery & Remote Sensing, Volume. 45, Issue 1, 29(2024)

Research on Typical Railway Facilities Extraction Method Based on Comprehensive Satellite Remote Sensing

Muce YUAN1,3, Jingchuan YAO1,2, Guohui JIAN1,3, Jiliang GUO3, and Zhifeng XIE3
Author Affiliations
  • 1Railway Engineering Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China
  • 2State Key Laboratory for Track System of High-speed Railway, CARS, Beijing 100081, China
  • 3Beijing Tieke Inspection Co Ltd., Beijing 100081, China
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    Figures & Tables(8)
    Mask R-CNN[15]Mask R –CNN[15]
    [in Chinese]
    [in Chinese]
    [in Chinese]
    [in Chinese]
    • Table 1. Common dimensions of overhead contact line pillars

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      Table 1. Common dimensions of overhead contact line pillars

      支柱型号柱顶尺寸/mm柱底尺寸/mm
      G150/13;G200/13;G250/13500×4001 000×600
      G200/15;G250/15;G300/15;G350/15;G400/15;G450/15;G500/15;G600/15400×4001 200×800
      G250-250/15;G300-250/15;G350-250/15;G400-250/15;G450-250/15400×4001 200×1 200
      GZ200/15;GZ250/15;GZ300/15;GZ350/15;GZ400/15;GZ450/15400×300800×600
    • Table 2. Beijing 3A satellite and TerraSAR-X satellite parameters

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      Table 2. Beijing 3A satellite and TerraSAR-X satellite parameters

      参数名称“北京三号”A卫星TerraSAR-X卫星
      卫星轨道太阳同步轨道太阳同步轨道
      轨道高度/km499.703 7514.8
      空间分辨率/m0.5(全色);2.0(多光谱)3
      幅宽优于23 km30 km×80 km
      谱段全色:450~700 nm;蓝:450~520 nm;绿:520~590 nm;红:630~690 nm;近红外:770~890 nm
      飞行方向升轨
      极化方式HH
      重访周期4 d11 d
      影像采集日期2022年4月2022年4月
    • Table 3. Extracting results from different images within the validation area

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      Table 3. Extracting results from different images within the validation area

      影像类别实际接触网数量/根正确提取接触网数量/根接触网立柱提取准确率/%
      光学遥感影像12010789.17
      SAR影像12010083.33
      光SAR融合影像12011192.50
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    Muce YUAN, Jingchuan YAO, Guohui JIAN, Jiliang GUO, Zhifeng XIE. Research on Typical Railway Facilities Extraction Method Based on Comprehensive Satellite Remote Sensing[J]. Spacecraft Recovery & Remote Sensing, 2024, 45(1): 29

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    Paper Information

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    Received: Dec. 11, 2023

    Accepted: Dec. 19, 2023

    Published Online: Apr. 22, 2024

    The Author Email:

    DOI:10.3969/j.issn.1009-8518.2024.01.003

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