• DocumentCode
    442474
  • Title

    Image segmentation via multiresolution diffused expectation-maximisation

  • Author

    Boccignone, Giuseppe ; Caggiano, Vittorio ; Napoletano, Paolo ; Ferraro, Mario

  • Author_Institution
    Natural Comput. Lab, Salerno Univ., Italy
  • Volume
    1
  • fYear
    2005
  • fDate
    11-14 Sept. 2005
  • Abstract
    Multiresolution diffused expectation maximisation performs segmentation on vector (e.g. color) images within a multiscale framework; segmentation is carried out via the expectation maximisation algorithm, coupled with anisotropic diffusion on classes, in order to account for the spatial dependencies among pixels.
  • Keywords
    expectation-maximisation algorithm; image resolution; image segmentation; anisotropic diffusion; image segmentation; multiresolution diffused expectation-maximisation; Anisotropic magnetoresistance; Image color analysis; Image resolution; Image segmentation; MPEG 4 Standard; MPEG 7 Standard; Partitioning algorithms; Pixel; Probability distribution; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2005. ICIP 2005. IEEE International Conference on
  • Print_ISBN
    0-7803-9134-9
  • Type

    conf

  • DOI
    10.1109/ICIP.2005.1529744
  • Filename
    1529744
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=442474