Receptive Fields within the Combinatorial Pyramid Framework

  • Authors:
  • Luc Brun;Walter G. Kropatsch

  • Affiliations:
  • -;-

  • Venue:
  • DGCI '02 Proceedings of the 10th International Conference on Discrete Geometry for Computer Imagery
  • Year:
  • 2002

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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 of the hierarchy on the original image. Using the father-child relationship, global properties of a receptive field may be computed in O(log(m)) parallel processing steps where m is the diameter of the receptive field. 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.