• DocumentCode
    1872900
  • Title

    Connected filtering by reconstruction: Basis and new advances

  • Author

    Wilkinson, Michael H F

  • Author_Institution
    Inst. of Math. & Comput. Sci., Univ. of Groningen, Groningen
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    2180
  • Lastpage
    2183
  • Abstract
    Openings-by-reconstruction are the oldest connected filters, and indeed, reconstruction methodology lies at the heart of many connected operators such as levelings. Starting out from the basic reconstruction principle of iterated geodesic dilations, extensions such as the use of reconstruction criteria, which constrain the reconstruction process, are discussed. The latter prevent linking distinct objects connected by narrow bridges during the reconstruction process, whilst maintaining as much edge preservation as possible. A far faster variant of filtering with reconstruction criteria is presented, which can be implemented in an O(N) algorithm in stead of O(N2).
  • Keywords
    edge detection; filtering theory; image reconstruction; connected filtering; edge preservation; iterated geodesic dilations; openings-by-reconstruction; reconstruction criteria; Bridges; Filtering algorithms; Filters; Geophysics computing; Heart; Image reconstruction; Joining processes; Mathematics; Morphology; Stability; Mathematical morphology; filtering by reconstruction; reconstruction criteria;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1765-0
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2008.4712221
  • Filename
    4712221