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3D noisy discrete objects: Segmentation and application to smoothing
Authors:L Provot [Author Vitae]  I Debled-Rennesson [Author Vitae]
Affiliation:LORIA Nancy, Campus Scientifique—BP 239, 54506 Vandœuvre-lès-Nancy Cedex, France
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.
Keywords:Segmentation  Discrete planes  Noisy discrete objects
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