• DocumentCode
    457165
  • Title

    An LBP-Based Active Contour Algorithm for Unsupervised Texture Segmentation

  • Author

    Savelonas, M.A. ; Iakovidis, D.K. ; Maroulis, D.E.

  • Author_Institution
    Dept. of Informatics & Telecommun., Athens Univ.
  • Volume
    2
  • fYear
    0
  • fDate
    0-0 0
  • Firstpage
    279
  • Lastpage
    282
  • Abstract
    This paper presents a novel algorithm for unsupervised texture segmentation. The proposed algorithm incorporates the local binary pattern operator under a segmentation framework based on the active contour without edges model. The experiments performed, show that it can be used for fast segmentation of two-textured images, outperforming recent texture segmentation algorithms, with a segmentation quality that reaches 99% on average
  • Keywords
    image segmentation; image texture; LBP-based active contour algorithm; local binary pattern operator; segmentation framework; unsupervised texture segmentation; Active contours; Biomedical imaging; Computer vision; Image edge detection; Image retrieval; Image segmentation; Image texture analysis; Informatics; Level set; Remote sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2521-0
  • Type

    conf

  • DOI
    10.1109/ICPR.2006.260
  • Filename
    1699201
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=457165