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Tracking and motion analysis of the left ventricle with deformable superquadrics

Ayache, Nicholas; Cohen, Laurent D.; Bardinet, Eric (1996), Tracking and motion analysis of the left ventricle with deformable superquadrics, Medical Image Analysis, 1, 2, p. 129-149. http://dx.doi.org/10.1016/S1361-8415(96)80009-0

Type
Article accepté pour publication ou publié
External document link
http://hal.inria.fr/inria-00615059/fr/
Date
1996
Journal name
Medical Image Analysis
Volume
1
Number
2
Publisher
Elsevier
Pages
129-149
Publication identifier
http://dx.doi.org/10.1016/S1361-8415(96)80009-0
Metadata
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Author(s)
Ayache, Nicholas
Cohen, Laurent D.
Bardinet, Eric
Abstract (EN)
We present a new approach to analyse the deformation of the left ventricle of the heart based on a parametricmodel that gives a compact representation of a set of points in a 3-D image. We present a strategy for tracking surfaces in a sequence of 3-D cardiac images. Following tracking, we then infer quantitative parameters which characterize: left ventricle motion, volume of left ventricle, ejection fraction, amplitude and twist component of cardiac motion. We explain the computation of these parameters using our model. Experimental results are shown in time sequences of two modalities of medical images, nuclear medicine and X-ray computed tomography (CT). Video sequences presenting these results are on the CD-ROM.
Subjects / Keywords
quantitative analysis of motion; left ventricle motion; tracking; Parametric models

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