Model Based Detection of Tubular Structures in 3D Images

Abstract : Detection of tubular structures in 3D images is an important issue for vascular medical imaging. We present in this report an extension of a previous work done by the same authors [KMA98]. The following improvements have been done: a better state of the art, a modification of the response function by introducing a coefficient theta whose value is deduced from the model, an experimental study on synthetic images with junctions, tangent structures, structures with varying diameters, and tubular structures with Gaussian-like cross-sections or ``convolved bar-like'' cross-sections, an experimental study on a phantom image and on real X-ray and MRA images.
Type de document :
Rapport
RR-3736, INRIA. 1999
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https://hal.inria.fr/inria-00072929
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Soumis le : mercredi 24 mai 2006 - 11:18:20
Dernière modification le : vendredi 16 novembre 2018 - 16:20:20
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  • HAL Id : inria-00072929, version 1

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Karl Krissian, Grégoire Malandain, Nicholas Ayache, Régis Vaillant, Yves Trousset. Model Based Detection of Tubular Structures in 3D Images. RR-3736, INRIA. 1999. 〈inria-00072929〉

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