General sweep mathematical morphology

Frank Y. Shih, Vijayalakshmi Gaddipati

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

General sweep mathematical morphology provides a new class of morphological operations, which allow one to select varying shapes and orientations of structuring elements during the sweeping process. Such a class holds syntactic characteristics similar to algebraic morphology as well as sweep geometric modeling. The conventional morphology is a subclass of the general sweep morphology. The sweep morphological dilation/erosion provides a natural representation of sweep motion in the manufacturing processes, and the sweep opening/closing provides variant degrees of smoothing in image filtering. The theoretical framework for representation, computation and analysis of sweep morphology is presented in this paper. Its applications to the sweeping with deformations, image enhancement, edge linking, and shortest path planning for rotating objects are also discussed.

Original languageEnglish (US)
Pages (from-to)1489-1500
Number of pages12
JournalPattern Recognition
Volume36
Issue number7
DOIs
StatePublished - Jul 2003

All Science Journal Classification (ASJC) codes

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

Keywords

  • Edge linking
  • Image enhancement
  • Image processing
  • Mathematical morphology
  • Sweep morphology

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