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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.
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https://hal.inria.fr/inria-00072929
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Submitted on : Wednesday, May 24, 2006 - 11:18:20 AM
Last modification on : Friday, February 4, 2022 - 3:19:42 AM
Long-term archiving on: : Sunday, April 4, 2010 - 11:28:06 PM

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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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