volumetric medical images segmentation using shape ... · volumetric medical images segmentation...

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HAL Id: inria-00615795 https://hal.archives-ouvertes.fr/inria-00615795v2 Submitted on 26 Apr 2012 HAL is a multi-disciplinary open access archive for the deposit and dissemination of sci- entific research documents, whether they are pub- lished or not. The documents may come from teaching and research institutions in France or abroad, or from public or private research centers. L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des établissements d’enseignement et de recherche français ou étrangers, des laboratoires publics ou privés. Volumetric Medical Images Segmentation using Shape Constrained Deformable Models Johan Montagnat, Hervé Delingette To cite this version: Johan Montagnat, Hervé Delingette. Volumetric Medical Images Segmentation using Shape Con- strained Deformable Models. Jocelyne Troccaz and Eric Grimson and Ralph Mösges. Computer Vision Virtual reality and Robotics in Medicine (CVRMed97), Mar 1997, Grenoble, France. Springer, 1205, pp.13-22, 1997, Lecture Notes in Computer Science - LNCS. <10.1007/BFb0029220>. <inria- 00615795v2>

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HAL Id: inria-00615795https://hal.archives-ouvertes.fr/inria-00615795v2

Submitted on 26 Apr 2012

HAL is a multi-disciplinary open accessarchive for the deposit and dissemination of sci-entific research documents, whether they are pub-lished or not. The documents may come fromteaching and research institutions in France orabroad, or from public or private research centers.

L’archive ouverte pluridisciplinaire HAL, estdestinée au dépôt et à la diffusion de documentsscientifiques de niveau recherche, publiés ou non,émanant des établissements d’enseignement et derecherche français ou étrangers, des laboratoirespublics ou privés.

Volumetric Medical Images Segmentation using ShapeConstrained Deformable Models

Johan Montagnat, Hervé Delingette

To cite this version:Johan Montagnat, Hervé Delingette. Volumetric Medical Images Segmentation using Shape Con-strained Deformable Models. Jocelyne Troccaz and Eric Grimson and Ralph Mösges. ComputerVision Virtual reality and Robotics in Medicine (CVRMed97), Mar 1997, Grenoble, France. Springer,1205, pp.13-22, 1997, Lecture Notes in Computer Science - LNCS. <10.1007/BFb0029220>. <inria-00615795v2>

Neighborhood of thegradient parameter

Range of the edgeparameter

fcontour

fgradPk

Pi

Pj

iG

iE

Contour

Model

0 5 10 15 20 30 40 50Scale Parameter

0.0

100.0

200.0

300.0

Dis

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e

With Shape Constraint With Smoothness Constraint

fsl+g

(P )i

Pi

fsext

(P )ifglobals (P )i