3D noisy discrete objects: Segmentation and application to smoothing

  • Authors:
  • L. Provot;I. Debled-Rennesson

  • Affiliations:
  • LORIA Nancy, Campus Scientifique-BP 239, 54506 Vanduvre-lès-Nancy Cedex, France;LORIA Nancy, Campus Scientifique-BP 239, 54506 Vanduvre-lès-Nancy Cedex, France

  • Venue:
  • Pattern Recognition
  • Year:
  • 2009

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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 over-segmentation 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 is also proposed, as well as an application to smooth the border of convex noisy discrete objects.