• DocumentCode
    860015
  • Title

    Decision boundaries using Bayes factors: the case of cloud masks

  • Author

    Murtagh, F. ; Barreto, D. ; Marcello, J.

  • Author_Institution
    Sch. of Comput. Sci., Queen´´s Univ. Belfast, UK
  • Volume
    41
  • Issue
    12
  • fYear
    2003
  • Firstpage
    2952
  • Lastpage
    2958
  • Abstract
    We assess the use of an approximation to the Bayes factor for objectively assessing spatial segmentation models. The Bayes factor allows us to automatically determine thresholds, in multidimensional feature space, for such objectives as cloud mask definition. We compare our results with a cloud map currently provided as a data product.
  • Keywords
    Bayes methods; atmospheric techniques; clouds; geophysical signal processing; image segmentation; remote sensing; Bayes factors; cloud masks; data product; decision boundaries; multidimensional feature space; spatial segmentation models; Bayesian methods; Clouds; Computer aided software engineering; Decision making; Helium; Image segmentation; Maximum likelihood estimation; Multidimensional systems; Principal component analysis; Testing;
  • fLanguage
    English
  • Journal_Title
    Geoscience and Remote Sensing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0196-2892
  • Type

    jour

  • DOI
    10.1109/TGRS.2003.819874
  • Filename
    1260635
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=860015