Area-based medial axis of planar curves

Marc Niethammer, Santiago Betelu, Guillermo Sapiro, Allen Tannenbaum, Peter J. Giblin

Research output: Contribution to journalArticlepeer-review

14 Scopus citations

Abstract

A new definition of affine invariant medial axis of planar closed curves is introduced. A point belongs to the affine medial axis if and only if it is equidistant from at least two points of the curve, with the distance being a minimum and given by the areas between the curve and its corresponding chords. The medial axis is robust, eliminating the need for curve denoising. In a dynamical interpretation of this affine medial axis, the medial axis points are the affine shock positions of the affine erosion of the curve. We propose a simple method to compute the medial axis and give examples. We also demonstrate how to use this method to detect affine skew symmetry in real images.

Original languageEnglish (US)
Pages (from-to)203-224
Number of pages22
JournalInternational Journal of Computer Vision
Volume60
Issue number3
DOIs
StatePublished - Dec 2004
Externally publishedYes

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Vision and Pattern Recognition
  • Artificial Intelligence

Keywords

  • Affine invariant
  • Area
  • Medial axis
  • Pattern recognition
  • Shape
  • Symmetry

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