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Volume 35 Issue 4
May  2013
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Research of filtering method for urban airborne LIDAR date

  • Corresponding author: TANG Fei-fei, fftang80@126.com
  • Received Date: 2010-10-18
    Accepted Date: 2011-01-12
  • To extract urban digital terrain model (DTM) from airborne laser scanning data,a filtering algorithm was proposed after analyzing the multi-pulse characteristics of urban airborne light detection and ranging (LIDAR) data.In this method,according to the distribution characteristics of urban airborne LIDAR data,laser footprints were distributed into voxels with proper volume,then object points were excluded and terrain points were reserved on the basis of filtering rules.Finally,the experiment result shows that this method can extract DTM more effectively.Meanwhile,the calculation amount is reduced during data processing which is helpful for improving computation efficiency of the mass LIDAR data.
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    ZHANG X H.Airbome laser scanning altimetry data filtering and features extraction[D].Wuhan:Wuhan University,2002:169(in Chinese).
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    AXELSSON P.DEM generation from laser scanner data using adaptrve TIN models[J].Intemational Archives of Photogrammetry and Remote Sensing,2000,33(B4):110-117.
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    CHEN Q,GONG P,BALDOCCHI D,et al.Filtering airdorne laser scanning data with morphological methods[J].Photogrammetry Engineering & Remote Sensing,2007,73(2):175-185.
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    SITHOLE G,VOSSELMAN G.Filtering of airborne laser scanner dato based on segmented point cloud[C]//Archives of Intemational Society of Photogrammetry and Remote Sensing.Dresden,Cennany:Institute of Photogrammetry and Remote Sensing,Dresden University ofTechnology,2005,36:66-71.
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    MENG X L.A slope-and elevation-based filter to remove non-ground measurments from airbome LIDAR data[C]//Archives of Intemational Society of Photogrammetry and Remote Sensing.Dreaden,Cermany:Institute of Photogrammetry and Remote Sensing,Dresden University of Technology,2005,36:23-28.
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    SHAN J,SAMPATH A.Urban DEM generation from raw LIDAR data:a labeling algorithm and its performance[J].Photogrammetry Engineering & Remote Sensing,2005,71(2):217-226.
    [7]

    TANG F F,LIU J N,ZHANG X H,a al.A voxel-based filtering algorithm for DTM data extraction in foreat areas[J].Journal of Beijing Forestry University,2009,31(1):55-59 (in Chinese).
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    SITHOLE G,VOSSLEMAN G.ISPRS comparison of fdtering algorithms[R].Delft,Nethedands:Intemational Society of Photogrammetry and Remote Sensing,2003:29.
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    沈阳化工大学材料科学与工程学院 沈阳 110142

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Research of filtering method for urban airborne LIDAR date

    Corresponding author: TANG Fei-fei, fftang80@126.com
  • 1. School of Civil Engineering, Chongqing University, Chongqing 400044, China;
  • 2. Key Laboratory of New Technology for Construction of Cities in Mountain Area of Minsitry of Eductation, Chongqing University, Chongqing

Abstract: To extract urban digital terrain model (DTM) from airborne laser scanning data,a filtering algorithm was proposed after analyzing the multi-pulse characteristics of urban airborne light detection and ranging (LIDAR) data.In this method,according to the distribution characteristics of urban airborne LIDAR data,laser footprints were distributed into voxels with proper volume,then object points were excluded and terrain points were reserved on the basis of filtering rules.Finally,the experiment result shows that this method can extract DTM more effectively.Meanwhile,the calculation amount is reduced during data processing which is helpful for improving computation efficiency of the mass LIDAR data.

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