AUTOMATIC ACTIVE CONTOURS PROPAGATION IN A SEQUENCE OF MEDICAL IMAGES

Author:

DJEMAL KHALIFA1,PUECH WILLIAM2,ROSSETTO BRUNO3

Affiliation:

1. LSC Laboratory, Université d'Evry Val d'Essonnes, 40 Rue du Pelvoux, 91020 EVRY Cedex, France

2. Laboratory LIRMM, UMR CNRS 5506, University of Montpellier II, 161, rue Ada, 34392 Montpellier Cedex 05, France

3. LOA Laboratory, Université de Toulon et du Var, BP 132, 83957 La Garde Cedex, France

Abstract

In this paper we present a new algorithm to track an organ in a sequence of medical images in order to achieve a 3D reconstruction. The automatic method that we propose allows the tracking of the external contour of the anatomical organ in all the sequence from one contour initialized by the user on the first image. The required operations for our tracking method are the region-based active contours segmentation. The objects localization with dynamic prediction of displacements is based on the level-set functions and the definition of the region of interest for the robust local estimation of the image model. An application of this method is the 3D reconstruction of abdominal aorta.

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Graphics and Computer-Aided Design,Computer Science Applications,Computer Vision and Pattern Recognition

Reference18 articles.

1. Use of active shape models for locating structures in medical images

2. M. Fiebich, M. T. Mitchell and K. R. Hoffmann, Scientific Program Radiology Society of North America (Chicago, Illinois, 1997) p. 474.

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