• DocumentCode
    1117606
  • Title

    Semantic Description of Aerial Images Using Stochastic Labeling

  • Author

    Faugeras, Olivier D. ; Price, Keith E.

  • Author_Institution
    MEMBER, IEEE, Image Processing Institute, University of Southern California, Los Angeles, CA 90007; Institut National de Recherche en Informatique et en Automatique, Le Chesnay, France.
  • Issue
    6
  • fYear
    1981
  • Firstpage
    633
  • Lastpage
    642
  • Abstract
    This paper discusses the application of stochastic labeling to a general symbolic image description problem. A method used to compute initial likelihoods and compatibilities is described. It was derived from an earlier symbolic matching procedure, but was modified to provide the data needed for application of the labeling method. This labeling procedure differs from simpler ones, in that it minimizes a global criterion at each iteration. This technique is compared to other matching methods, and results on two scenes are presented.
  • Keywords
    Humans; Image analysis; Image processing; Image segmentation; Labeling; Laboratories; Layout; Monitoring; Shape measurement; Stochastic processes; Computer vision; relaxation; scene matching;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.1981.4767164
  • Filename
    4767164