Using watershed and multimodal data for vessel segmentation: Application to the superior sagittal sinus

Nicolas Passat 1, 2 Christian Ronse 1 Joseph Baruthio 2 Jean-Paul Armspach 2 Jack Foucher 3
1 LSIIT - Laboratoire des Sciences de l'Image, de l'Informatique et de la Télédétection
2 LNV - Laboratoire de Neuroimagerie in Vivo
3 Laboratoire de Psychopathologie et de Pharmacologie de la Cognition
Abstract : Magnetic resonance angiography (MRA) provides 3-dimensional data of vascular structures by finding the flowing blood signal. Classically, algorithms dedicated to vessel segmentation detect the cerebral vascular tree by only seeking the high intensity blood signal in MRA. We propose here to use both cerebral MRA and MRI and to integrate a priori anatomical knowledge to guide the segmentation process. The algorithm presented here uses mathematical morphology tools (watershed segmentation and grey-level operators) to carry out a simultaneous segmentation of both blood signal in MRA and blood and wall signal in MRI. It is dedicated to the superior sagittal sinus segmentation but similar strategies could be considered for segmentation of other vascular structures. The method has been performed on 6 cases composed of both MRA and MRI. The results have been validated and compared to other results obtained with a region growing algorithm. They tend to prove that this method is reliable even when the vascular signal is inhomogeneous or contains artefacts.
Keywords : MRI vessel segmentation watershed segmentation a priori knowledge MRA
Document type :
Conference papers
Complete list of metadatas

Cited literature [11 references]  Display  Hide  Download
https://hal.univ-reims.fr/hal-01694973
Contributor : Nicolas Passat <>
Submitted on : Monday, February 26, 2018 - 1:35:41 PM
Last modification on : Monday, October 8, 2018 - 6:29:05 PM
Long-term archiving on : Monday, May 28, 2018 - 8:27:23 PM

File

Passat_ISMM_2005.pdf
Files produced by the author(s)

Identifiers

Collections

URCA

Citation

Nicolas Passat, Christian Ronse, Joseph Baruthio, Jean-Paul Armspach, Jack Foucher. Using watershed and multimodal data for vessel segmentation: Application to the superior sagittal sinus. International Symposium on Mathematical Morphology (ISMM), 2005, Paris, France. pp.419-428, ⟨10.1007/1-4020-3443-1_38⟩. ⟨hal-01694973⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

117

Files downloads

266

 

HAL-contact@univ-reims.fr