A FAST AND ROBUST METHOD FOR VOLUMETRIC MRI BRAIN EXTRACTION

Sami Bourouis; Kamel Hamrouni

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Paper

A FAST AND ROBUST METHOD FOR VOLUMETRIC MRI BRAIN EXTRACTION

Topics: Medical Image Analysis; Segmentation and Grouping

In Proceedings of the Third International Conference on Computer Vision Theory and Applications - Volume 1: VISAPP, 461-466, 2008 , Funchal, Madeira, Portugal

Authors: Sami Bourouis and Kamel Hamrouni

Affiliation: Ecole Nationale d’Ing´enieurs de Tunis, Tunisia

Keyword(s): Magnetic Resonance Imaging (MRI), 3D Segmentation, Brain extraction, Expectation Maximization, Levelset method.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image and Video Analysis ; Medical Image Analysis ; Segmentation and Grouping

Abstract: This paper presents a method for magnetic resonance imaging (MRI) segmentation and the extraction of main brain tissues. The method uses an image processing technique based on level-set approach and EM-algorithm. The paper describes the main features of the method, and presents experimental results with real volumetric images in order to evaluate the performance of the method.

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Paper citation in several formats:

Bourouis, S. and Hamrouni, K. (2008). A FAST AND ROBUST METHOD FOR VOLUMETRIC MRI BRAIN EXTRACTION. In Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP; ISBN 978-989-8111-21-0; ISSN 2184-4321, SciTePress, pages 461-466. DOI: 10.5220/0001078604610466

@conference{visapp08,
author={Sami Bourouis. and Kamel Hamrouni.},
title={A FAST AND ROBUST METHOD FOR VOLUMETRIC MRI BRAIN EXTRACTION},
booktitle={Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP},
year={2008},
pages={461-466},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001078604610466},
isbn={978-989-8111-21-0},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the Third International Conference on Computer Vision Theory and Applications (VISIGRAPP 2008) - Volume 1: VISAPP
TI - A FAST AND ROBUST METHOD FOR VOLUMETRIC MRI BRAIN EXTRACTION
SN - 978-989-8111-21-0
IS - 2184-4321
AU - Bourouis, S.
AU - Hamrouni, K.
PY - 2008
SP - 461
EP - 466
DO - 10.5220/0001078604610466
PB - SciTePress