Chinese Journal of Lasers, Volume. 47, Issue 6, 604002(2020)

Information Extraction of Buildings, Doors, and Windows Based on Point Cloud Slices

Zhao Mengna1,2, Hua Xianghong1,2、*, Feng Shaoquan1,2, and Zhao Bufan1,2
Author Affiliations
  • 1School of Surveying and Mapping, Wuhan University, Wuhan, Hubei 430079, China
  • 2Disaster Monitoring and Prevention Research Center of Wuhan University, Wuhan, Hubei 430079, China
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    Figures & Tables(14)
    Flow of building feature information extraction
    Process of extracting vertical contour points. (a) Horizontal section (different colors represent different sections); (b) calculation of the difference of adjacent horizontal angle; (c) vertical contour point extraction
    Process of extracting horizontal contour points. (a) Vertical section (different colors represent different sections); (b) calculation of the vertical angle difference of adjacent points; (c) extraction of horizontal contour points
    Extraction of minimum bounding rectangle size
    Building 1. (a) Point cloud model; (b) removing distant noise; (c) removing near noise
    Building 2. (a) Point cloud model; (b) removing distant noise; (c) removing near noise; (d) removing internal noise
    Building 3. (a) Point cloud model; (b) removing distant noise; (c) removing near noise; (d) removing internal noise
    Experimental results of building 1 pre-processed by proposed algorithm. (a) Pre-processed data; (b) horizontal section; (c) vertical section; (d) all extracted contour points; (e) window and door contour points; (f) overall contour points of the building
    Experimental results of building 2 pre-processed by proposed algorithm. (a) Pre-processed data; (b) horizontal section; (c) vertical section; (d) all extracted contour points; (e) window and door contour points; (f) overall contour points of the building
    Experimental results of building 3 pre-processed by proposed algorithm. (a) Pre-processed data; (b) horizontalsection; (c) vertical section; (d) all extracted contour points; (e) window and door contour points; (f) overall contourpoints of the building
    Relationship of slice density and other parameters. (a) Relation between slice time and slice times; (b) relationship between extraction time and slice times; (c) relationship between extraction accuracy and slice times
    • Table 1. Calculated window and door dimensions

      View table

      Table 1. Calculated window and door dimensions

      Case numberExtracted sizeReferenceResult
      Width×height /(m×m)Area /m2Width×height /(m×m)Area /m2Difference /m2Accuracy
      Window 12.08×1.934.01442.07×1.893.91230.10210.9764
      Building 1Window 21.45×1.612.33451.45×1.642.37800.04350.9817
      Door0.97×2.061.99820.95×2.051.94750.05070.9764
      Window 11.97×2.174.27491.95×2.194.27050.00440.9990
      Building 2Window 21.98×2.164.27681.96×2.194.29240.01560.9964
      Door0.92×2.772.54840.90×2.772.49300.05540.9783
      Window 11.93×2.063.97581.91×2.043.89640.07940.9800
      Building 3Window 21.93×2.073.99511.91×2.043.89640.09870.9753
      Window 31.68×2.053.44401.66×2.043.38640.05760.9833
      Door0.92×2.011.84920.90×2.011.80900.04020.9783
    • Table 2. Calculated building dimension

      View table

      Table 2. Calculated building dimension

      Case numberExtracted sizeReferenceResult
      Length×width×height /(m×m×m)Volume /m3Length×width×height /(m×m×m)Volume /m3Difference /m3Accuracy
      Building 12.90×5.10×2.8542.15152.87×5.08×2.8341.26030.89120.9789
      Building 27.82×7.50×3.24190.02607.79×7.46×3.20185.96294.06310.9721
      Building 37.79×6.01×3.05142.79467.76×5.98×3.02140.14252.65210.9814
    • Table 3. Time for extracting characteristics information of different buildings

      View table

      Table 3. Time for extracting characteristics information of different buildings

      BuildingPointsDensity ofhorizontalslices /mDensity ofverticalslices /mSlice time /sExtract time /sTotal time /s
      Building 115983710.0180.482.207.9727.64
      Building 24369030.040.480.741.9312.15
      Building 312461080.0230.481.305.9019.16
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    Zhao Mengna, Hua Xianghong, Feng Shaoquan, Zhao Bufan. Information Extraction of Buildings, Doors, and Windows Based on Point Cloud Slices[J]. Chinese Journal of Lasers, 2020, 47(6): 604002

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    Paper Information

    Category: Measurement and metrology

    Received: Dec. 16, 2019

    Accepted: --

    Published Online: Jun. 3, 2020

    The Author Email: Xianghong Hua (xhhua@sgg.whu.edu.cn)

    DOI:10.3788/CJL202047.0604002

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