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Contour Tracking in Echocardiographic Sequences without Learning Stage : Application To the 3D Reconstruction of The Beating Left Ventricule

Marie-Odile Berger 1 Goetz Winterfeldt 1 Jean-Paul Lethor
1 ISA - Models, algorithms and geometry for computer graphics and vision
INRIA Lorraine, LORIA - Laboratoire Lorrain de Recherche en Informatique et ses Applications
Abstract : In this paper we present a contour tracker on echographic image sequences. To do this, we use a hierarchical approach: we first compute a global estimation of the ventricular motion. Then we use a fine tuning algorithm to adjust the detection of the ventricular wall. The global estimation is based on a parametric motion model with a small number of parameters. This allows us to compute the motion in a robust way from the velocity computed at each point of the contour. Results are presented demonstrating tracking on various echographic sequences. We conclude by discussing some of our current research efforts.
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https://hal.inria.fr/inria-00098833
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Submitted on : Tuesday, September 26, 2006 - 8:38:56 AM
Last modification on : Friday, February 26, 2021 - 3:28:04 PM

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Marie-Odile Berger, Goetz Winterfeldt, Jean-Paul Lethor. Contour Tracking in Echocardiographic Sequences without Learning Stage : Application To the 3D Reconstruction of The Beating Left Ventricule. International Conference for Medical Image Computing & Computer Assisted Intervention - MICCAI'99, 1999, Cambridge, England, pp.508--515. ⟨inria-00098833⟩

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