Receptive fields within the combinatorial pyramid framework

  • Authors:
  • Luc Brun;Walter Kropatsch

  • Affiliations:
  • Laboratoire d'Études et de Recherche en Informatique (EA 2618), Université de Reims, France;Pattern Recognition and Image Processing Group, Institute for Computer-aided Automation, Vienna University of Technology, Austria

  • Venue:
  • Graphical Models - Special issue: Discrete topology and geometry for image and object representation
  • Year:
  • 2003

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Abstract

A hierarchical structure is a stack of successively reduced image representations. Each basic element of a hierarchical structure is the father of a set of elements in the level below. The transitive closure of this father-child relationship associates to each element of the hierarchy a set of basic elements in the base level image representation. Such a set, called a receptive field, defines the embedding of one element on the original image. Combinatorial pyramids are defined as a stack of successively reduced combinatorial maps, each combinatorial map being defined by two permutations acting on a set of half edges named darts. The basic element of a combinatorial pyramid is thus the dart. This paper defines the receptive field of each dart within a combinatorial pyramid and study the main properties of these sets.