Attribute-space connected filters

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Abstract

In this paper connected operators from mathematical morphology are extended to a wider class of operators, which are based on connectivities in higher dimension spaces, similar to scale spaces which will be called attribute spaces. Though some properties of connected filters are lost, granulometries can be defined under certain conditions, and pattern spectra in most cases. The advantage of this approach is that regions can be split into constituent parts before filtering more naturally than by using partitioning connectivities.
Original languageEnglish
Title of host publicationMathematical Morphology: 40 years on
EditorsC Ronse, L Najman, E Decenciere
Place of PublicationDORDRECHT
PublisherSpringer
Pages85-94
Number of pages10
ISBN (Print)1-4020-3442-3
Publication statusPublished - 2005
Event7th International Symposium on Mathematical Morphology - , France
Duration: 18-Apr-200520-Apr-2005

Publication series

NameCOMPUTATIONAL IMAGING AND VISION
PublisherSPRINGER
Volume30

Other

Other7th International Symposium on Mathematical Morphology
Country/TerritoryFrance
Period18/04/200520/04/2005

Keywords

  • mathematical morphology
  • multi-scale analysis
  • connected filters
  • perceptual grouping.
  • OPERATORS
  • GRANULOMETRIES
  • REPRESENTATION
  • IMAGE

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