• DocumentCode
    3542457
  • Title

    Change detection by new DSmT decision rule and ICM with constraints: Application to Argan land cover

  • Author

    Elhassouny, Azeddine ; Idbraim, Soufiane ; Mammass, Driss ; Ducrot, Danielle

  • Author_Institution
    Fac. of Sci., IRF-SIC Lab., Agadir, Morocco
  • fYear
    2012
  • fDate
    10-12 May 2012
  • Firstpage
    107
  • Lastpage
    112
  • Abstract
    The objective of this work is, in the first place, the integration in a fusion process using hybrid DSmT model, both, the contextual information obtained from a supervised ICM classification with constraints and the temporal information with the use of two images taken at two different dates. Secondly, we have proposed a new decision rule based on the DSmP transformation to overcome the inherent limitations of the decision rules thus use the maximum of generalized belief functions. The approach is evaluated on two LANDSAT ETM+ images, the results are promising.
  • Keywords
    geographic information systems; image processing; sensor fusion; Argan land cover; DSmP transformation; DSmT decision rule; Dezert-Smarandache theory; LANDSAT ETM+ image; change detection; contextual information; fusion process; generalized belief function; hybrid DSmT model; supervised ICM classification; Earth; Hybrid power systems; Laboratories; Remote sensing; Satellites; Uncertainty; Vegetation mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Computing and Systems (ICMCS), 2012 International Conference on
  • Conference_Location
    Tangier
  • Print_ISBN
    978-1-4673-1518-0
  • Type

    conf

  • DOI
    10.1109/ICMCS.2012.6320177
  • Filename
    6320177