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Interactive 3D brain vessel segmentation from an example
In: International Symposium on Biomedical Imaging (ISBI) ; https://hal.univ-reims.fr/hal-01695036 ; International Symposium on Biomedical Imaging (ISBI), 2011, Chicago, United States. pp.1121-1124, ⟨10.1109/ISBI.2011.5872598⟩, 2011
Online
Konferenz
Zugriff:
International audience ; 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.
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Interactive 3D brain vessel segmentation from an example
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Autor/in / Beteiligte Person: | Dufour, Alice ; Passat, Nicolas ; Naegel, Benoît ; Baruthio, Joseph ; Laboratoire des Sciences de l'Image, de l'Informatique et de la Télédétection (LSIIT) ; Centre National de la Recherche Scientifique (CNRS) ; Laboratoire d'Imagerie et de Neurosciences Cognitives (LINC) ; Université Louis Pasteur - Strasbourg I-Centre National de la Recherche Scientifique (CNRS) ; Laboratoire Lorrain de Recherche en Informatique et ses Applications (LORIA) ; Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lorraine (UL)-Centre National de la Recherche Scientifique (CNRS) |
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Zeitschrift: | International Symposium on Biomedical Imaging (ISBI) ; https://hal.univ-reims.fr/hal-01695036 ; International Symposium on Biomedical Imaging (ISBI), 2011, Chicago, United States. pp.1121-1124, ⟨10.1109/ISBI.2011.5872598⟩, 2011 |
Veröffentlichung: | HAL CCSD ; IEEE, 2011 |
Medientyp: | Konferenz |
DOI: | 10.1109/ISBI.2011.5872598 |
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