• DocumentCode
    2242034
  • Title

    Comprehensive quantitative tree models from TLS data

  • Author

    Åkerblom, Markku ; Raumonen, Pasi ; Kaasalainen, Mikko ; Kaasalainen, Sanna ; Kaartinen, Harri

  • Author_Institution
    Dept. of Math., Tampere Univ. of Technol., Tampere, Finland
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    6507
  • Lastpage
    6510
  • Abstract
    We present comprehensive and quantitative tree models reconstructed from terrestrial laser scanning data. The tree models consist of large number of cylinders whose location, size, and orientation locally approximate the geometry of the tree. The parent-child relations of the cylinders also record the topological branching structure of the tree. The modeling process is automatic and scale-independent. When the tree model is computed once, it can be used to compute tree attributes, such as branch size distributions and taper functions, without the need to revisit the original dataset. The model is also compact, achieving a hundred- to thousandfold data size compression compared to the original dataset. We present also a validation of the model using generated tree models and examples of models from measurements of actual trees.
  • Keywords
    vegetation; TLS data; branch size distributions; comprehensive quantitative tree models; compute tree attributes; cylinder parent-child relations; hundred-fold data size compression; taper functions; terrestrial laser scanning data; thousand fold data size compression; tree geometry; Computational modeling; Data models; Laser modes; Laser theory; Measurement by laser beam; Remote sensing; Vegetation; Tree model; cylinder model; surface reconstruction; terrestrial laser scanning; tree attributes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6352751
  • Filename
    6352751