Regulated morphological operations

Gady Agam, Its'hak Dinstein

Research output: Contribution to journalArticlepeer-review

29 Scopus citations

Abstract

In this paper regulated morphological operations are defined by extending the fitting interpretation of the ordinary morphological operations. The defined operations have a controllable strictness, and so they are less sensitive to noise and small intrusions or protrusions on the boundaries of shapes. The properties of the defined operations are described, and the relations between them and some other non-linear operations are discussed. Given an existing morphological algorithm, it is possible to try and improve the results obtained by it by using the regulated operations instead of the ordinary operations with strictness that may be optimized according to some optimization criteria. Several examples of the proposed approach are presented.

Original languageEnglish
Pages (from-to)947-971
Number of pages25
JournalPattern Recognition
Volume32
Issue number6
DOIs
StatePublished - 1 Jan 1999

Keywords

  • Document analysis
  • Fuzzy morphology
  • Image processing
  • Mathematical morphology
  • Regulated morphology
  • Soft morphology

ASJC Scopus subject areas

  • Software
  • Signal Processing
  • Computer Vision and Pattern Recognition
  • Artificial Intelligence

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