• DocumentCode
    3707819
  • Title

    Multivalued label diffusion for semi-supervised segmentation

  • Author

    Pierre Buyssens;Olivier Lézoray

  • Author_Institution
    Normandie Université
  • fYear
    2015
  • Firstpage
    3275
  • Lastpage
    3279
  • Abstract
    Diffusion methods have proven their efficiency for tasks such as semi-supervised segmentation. The introduction of patches as a part of their speed function allows to deal with textured images. However, the computational burden with such variants stays too important for low-level tasks. In this paper, we propose a multivalued color-based potential function that partly alleviates this flaw. It allows to efficiently perform semi-supervised segmentation of natural and textured images.
  • Keywords
    "Image segmentation","Complexity theory","Image color analysis","Mathematical model","Gaussian mixture model","Covariance matrices"
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2015 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ICIP.2015.7351409
  • Filename
    7351409