• DocumentCode
    3485723
  • Title

    Overview of adaptive morphology: Trends and perspectives

  • Author

    Maragos, Petros ; Vachier, Corinne

  • Author_Institution
    Sch. of E.C.E., Nat. Tech. Univ. of Athens, Athens, Greece
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    2241
  • Lastpage
    2244
  • Abstract
    In this paper we briefly overview emerging trends in `Adaptive Morphology´, i.e. work related to the theory and/or applications of image analysis filters, systems, or algorithms based on mathematical morphology, that are adaptive w.r.t. to space or intensity or use any other adaptive scheme. We present a new classification of work in this area structured along several major theoretical perspectives. We then sample specific approaches that develop spatially-variant structuring elements or intensity level-adaptive operators, modeled and implemented either via conventional nonlinear digital filtering or via geometric PDEs. Finally, we discuss some applications.
  • Keywords
    digital filters; image processing; mathematical morphology; nonlinear filters; partial differential equations; adaptive morphology; geometric PDE; intensity level-adaptive operators; nonlinear digital filtering; spatially-variant structuring elements; Adaptive algorithm; Adaptive filters; Digital filters; Filtering theory; Image edge detection; Image sequence analysis; Morphology; Signal processing; Signal processing algorithms; Solid modeling; Adaptive filters; Morphological image analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5413961
  • Filename
    5413961