• DocumentCode
    1294792
  • Title

    Classification method for aerial LiDAR data based on Markov random field

  • Author

    Zheng, Yu ; Cao, Zhichao

  • Author_Institution
    Nat. Key Lab. of Sci. & Technol. on Multi-spectral Inf. Process., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • Volume
    47
  • Issue
    16
  • fYear
    2011
  • Firstpage
    934
  • Lastpage
    936
  • Abstract
    A novel classification method for aerial LiDAR data is proposed. It is implemented by maximising the marginal probabilities, inferred from a Markov random field which models the neighbourhood and altitude difference between surface patches extracted from LiDAR points. Experiment results show the proposed method can classify the LiDAR data properly.
  • Keywords
    Markov processes; optical radar; probability; Markov random field; aerial LiDAR; classification method; marginal probability; surface patch extraction;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2011.0949
  • Filename
    5980043
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1294792