A new measure of symmetry and its application to classification of bifurcating structures

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Abstract

This paper presents a new measure of symmetry for bifurcating structures, which relies not only on topology and ordering, but also on quantitative properties (e.g. length of branches). This measure is based on a specific biological mechanism and on the concept of minimum energy. The effectiveness of the approach is demonstrated in a classification test where leaves taken from plants growing under different stress conditions are classified. Results show that the proposed measure improves classification performance compared to classification based on other leading measures.

Original languageEnglish
Pages (from-to)2237-2250
Number of pages14
JournalPattern Recognition
Volume40
Issue number8
DOIs
StatePublished - Aug 2007

Keywords

  • Bifurcating structures
  • CSM
  • Continuous symmetry
  • Graphs
  • Leaf veins
  • Shape characteristics
  • Symmetry

ASJC Scopus subject areas

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

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