Skip to Main content Skip to Navigation
Conference papers

Interactive 3D brain vessel segmentation from an example

Abstract : Segmentation of cerebral vascular networks from 3D angiographic data remains a challenge. Automation generally induces a high computational cost and possible errors, while interactive methods are hard to use due to the dimension and complexity of images. This article presents a compromise between both approaches, by using the concept of example-based segmentation. Segmentation examples of vascular structures are involved in a scheme relying on connected filtering, in order to obtain an interactive –but strongly assisted– segmentation method. This strategy, which uses component- trees in a non-standard fashion, leads to promising results, when applied on cerebral MR angiographic data.
Complete list of metadata

Cited literature [12 references]  Display  Hide  Download
Contributor : Nicolas Passat Connect in order to contact the contributor
Submitted on : Saturday, March 3, 2018 - 5:21:31 PM
Last modification on : Saturday, October 16, 2021 - 11:26:08 AM
Long-term archiving on: : Monday, June 4, 2018 - 3:40:23 PM


Files produced by the author(s)




Alice Dufour, Nicolas Passat, Benoît Naegel, Joseph Baruthio. Interactive 3D brain vessel segmentation from an example. International Symposium on Biomedical Imaging (ISBI), 2011, Chicago, United States. pp.1121-1124, ⟨10.1109/ISBI.2011.5872598⟩. ⟨hal-01695036⟩



Record views


Files downloads