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The Global-Local Transformation for Invariant Shape Representation

  • Konstantinos A. Raftopoulos
  • Stefanos D. Kollias
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4842)

Abstract

We present the GlobalLocal (GL) transformation for closed planar curves. With this new transformation we can represent shape by means of two dimensional manifolds (surfaces) embedded into the unit cube. We explore some useful properties of the transform space and we demonstrate its high expressive power. We justify the high potential of the resulting invariant shape representations in object recognition by providing experimental results using the Kimia silhouette database.

Keywords

Global-Local transformation Shape representation Shape recognition 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Konstantinos A. Raftopoulos
    • 1
  • Stefanos D. Kollias
    • 1
  1. 1.Electrical Engineering Building - 1st Floor - Room 1.1.23, National Technical University of Athens, Iroon Polytexneiou 9, 15780 AthensGreece

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