A novel parametric method for non-rigid image registration.: A novel parametric method for non-rigid image registration

Anne Cuzol 1 Pierre Hellier 2 Etienne Mémin 1
1 VISTA - Vision spatio-temporelle et active
IRISA - Institut de Recherche en Informatique et Systèmes Aléatoires, Inria Rennes – Bretagne Atlantique
2 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 : This paper presents a novel non-rigid registration method. The main contribution of the method is the modeling of the vorticity (respectively divergence) of the deformation field using vortex (respectively sink and source) particles. Two parameters are associated with a particle: the vorticity (or divergence) strength and the influence domain. This leads to a very compact representation of vorticity and divergence fields. In addition, the optimal position of these particles is determined using a mean shift process. 2D experiments of this method are presented and demonstrate its ability to recover evolving phenomena (MS lesions) so as to register images from 20 patients.
Document type :
Journal articles
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https://www.hal.inserm.fr/inserm-00137476
Contributor : Aurore Quentin <>
Submitted on : Tuesday, March 20, 2007 - 12:18:58 PM
Last modification on : Tuesday, October 1, 2019 - 3:18:07 PM

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  • HAL Id : inserm-00137476, version 1
  • PUBMED : 17354717

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INRIA | IRISA | UNIV-RENNES1 | IRISA-D5 | INSTITUT-TELECOM | UR1-UFR-ISTIC | UNIV-RENNES | INSA-GROUPE

Citation

Anne Cuzol, Pierre Hellier, Etienne Mémin. A novel parametric method for non-rigid image registration.: A novel parametric method for non-rigid image registration. Information processing in medical imaging : proceedings of the .. conference., Springer-Verlag, 2005, 19, pp.456-67. ⟨inserm-00137476⟩

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