Group Invariance in Mathematical Morphology

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

69 Downloads (Pure)

Abstract

In this paper we discuss how invariance of operators arising in binary mathematical morphology can be achieved for the collection of groups commonly denoted as `the computer vision groups'. We present an overview, starting with set mappings such as dilations, erosions, openings and closings, which are invariant under the group of Euclidean translations. This can be trivially extended to other abelian groups such as the group of rotations and scalar multiplications (`polar morphology'). Then we go to arbitrary transitive group actions on the plane. All these cases are discussed within a common framework, using the theory of morphological operators on homogeneous spaces developed previously by the author.
Original languageEnglish
Title of host publicationEPRINTS-BOOK-TITLE
PublisherUniversity of Groningen, Johann Bernoulli Institute for Mathematics and Computer Science
Number of pages12
Publication statusPublished - 1995

Keywords

  • computer vision
  • invariance
  • complete lattice
  • Minkowski operations
  • transitive group action
  • image processing
  • mathematical morphology

Cite this