Segmentation of noisy discrete surfaces

  • Authors:
  • Laurent Provot;Isabelle Debled-Rennesson

  • Affiliations:
  • LORIA Nancy, Vandœuvre-lès-Nancy Cedex, France;LORIA Nancy, Vandœuvre-lès-Nancy Cedex, France

  • Venue:
  • IWCIA'08 Proceedings of the 12th international conference on Combinatorial image analysis
  • Year:
  • 2008

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Abstract

We propose in this paper a segmentation process that can deal with noisy discrete objects. A flexible approach considering arithmetic discrete planes with a variable width is used to avoid the oversegmentation that might happen when classical segmentation algorithms based on regular discrete planes are used to decompose the surface of the object. A method to choose a seed and different segmentation strategies according to the shape of the surface are also proposed.