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用不变矩从机载激光扫描测高点云数据中重建规则房屋 被引量:6

Building Reconstruction from Airborne Laser Altimetry Points Cloud Data Set Based on Invariant Moments
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摘要 介绍了不变矩的概念。结合实例,基于机载激光扫描测高的三维点云数据,用不变矩实现了规则房屋的模型重建。对不变矩重建房屋模型的精度进行了讨论和分析,得出了一些有益的结论。 The concept of invariant moments is given. Then on the basis of the shift invariant moment and rotation invariant moment, the formula of that how to calculate building model parameters is presented, and the coordinates of the feature points of the building are calculated using the parameters of building model. As shown in the examples in the paper, the building model is reconstructed from airborne laser altimetry points cloud data based on invariant moments. Finally, the accuracy of the method is discussed and analyzed.
出处 《武汉大学学报(信息科学版)》 EI CSCD 北大核心 2006年第2期168-171,共4页 Geomatics and Information Science of Wuhan University
基金 国家自然科学基金资助项目(40504001)
关键词 机载激光扫描测高 不变矩 三维重建 airborne laser scanning altimetry invariant moment 3D reconstruction
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参考文献7

  • 1Vosselman G.Fusion of Laser Scanning Data,Maps and Aerial Photographs for Building Reconstruction[C].IEEE International Geoscience and Remote Sensing Symposium and the 24th Canadian Symposium on Remote Sensing,Toronto,2002
  • 2Suveg I,Vosselman G.3D Reconstruction of Building Models[J].International Archives of Photogrammetry and Remote Sensing,2000,33(B2):538-545
  • 3Maas H G,Vosselman G.Two Algorithms for Extracting Building Models From Raw Laser Altimetry Data[J].ISPRS Journal of Photogrammetry & Remote Sensing,1999,54(2/3):245-261
  • 4Vosselman G,Dijkman S.3D Building Model Reconstruction from Point Clouds and Ground Plans[J].International Archives of Photogrammetry and Remote Sensing,2001,34(W4):37-43
  • 5Maas H G.Fast Determination of Parametric House Models from Dense Airborne Laserscanner Data[C].International Workshop on Mobile Mapping Technology,Bangkok,Thailand,1999
  • 6Maas H G.Closed Solutions for the Determination of Parametric Building Models from Invariant Moments of Airborne Laerscanner Data[C].ISPRS Conference on Automatic Extraction of GIS Objects from Digital Imagery,Munich,1999
  • 7Vosselman G.Building Reconstruction Using Planar Faces in Very High Density Height Data[J].International Archives of Photogrametry and Remote Sensing,1999,32(2/3):87-92

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