• DocumentCode
    1428653
  • Title

    Composing morphological filters

  • Author

    Heijmans, Henk J A M

  • Author_Institution
    CWI, Amsterdam, Netherlands
  • Volume
    6
  • Issue
    5
  • fYear
    1997
  • fDate
    5/1/1997 12:00:00 AM
  • Firstpage
    713
  • Lastpage
    723
  • Abstract
    A morphological filter is an operator on a complete lattice that is increasing and idempotent. Two well-known classes of morphological filters are openings and closings. Furthermore, an interesting class of filters, the alternating sequential filters, is obtained if one composes openings and closings. This paper explains how to construct morphological filters, and derived notions such as overfilters, underfilters, inf-overfilters, and sup-underfilters by composition, the main ingredients being dilations, erosions, openings, and closings. The class of alternating sequential filters is extended by composing overfilters and underfilters. Finally, it is shown that any composition consisting of an equal number of dilations and erosions from an adjunction is a filter. The abstract approach is illustrated with some experimental results
  • Keywords
    digital filters; filtering theory; image processing; lattice filters; mathematical morphology; mathematical operators; adjunction; alternating sequential filter; closings; construction; dilations; erosions; inf-overfilters; lattice; morphological filters; openings; overfilters; sup-underfilters; underfilter; Filtering theory; Filters; Lattices; Morphology; Upper bound;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.568928
  • Filename
    568928