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Setting priors and enforcing constraints on matches for nonlinear registration of meshes.

Benoît Combès 1, * Sylvain Prima 1
* Corresponding author
1 VisAGeS - Vision, Action et Gestion d'informations en Santé
INSERM - Institut National de la Santé et de la Recherche Médicale : U746, Inria Rennes – Bretagne Atlantique , IRISA-D5 - SIGNAUX ET IMAGES NUMÉRIQUES, ROBOTIQUE
Abstract : We show that a simple probabilistic modelling of the registration problem for surfaces allows to solve it by using standard clustering techniques. In this framework, point-to-point correspondences are hypothesized between the two free-form surfaces, and we show how to specify priors and to enforce global constraints on these matches with only minor changes to the optimisation algorithm. The purpose of these two modifications is to increase its capture range and to obtain more realistic geometrical transformations between the surfaces. We conclude with some validation experiments and results on synthetic and real data.
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Contributor : Benoît Combès <>
Submitted on : Friday, December 11, 2009 - 11:18:14 AM
Last modification on : Tuesday, June 15, 2021 - 4:11:45 PM
Long-term archiving on: : Thursday, June 17, 2010 - 11:34:30 PM


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Benoît Combès, Sylvain Prima. Setting priors and enforcing constraints on matches for nonlinear registration of meshes.. 12th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI'2009), Sep 2009, Londres, United Kingdom. pp.175-183, ⟨10.1007/978-3-642-04271-3_22⟩. ⟨inserm-00440681⟩



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