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Authors: Mohammed Benjelloun ; Saïd Mahmoudi and Fabian Lecron

Affiliation: Faculty of Engineering, University of Mons, Belgium

Keyword(s): Segmentation, Vertebrae, Active shape model, Edges.

Abstract: This paper describes a new method for cervical vertebra segmentation in digitized X-ray images. We propose a segmentation approach based on Active Shape Model method whose main advantage is that it uses a statistical model. This model is created by training it with sample images on which the boundaries of the object of interest are annotated by an expert. The specialist knowledge is very useful in this context. This model represents the local statistics around each landmark. Our application allows the manipulation of a vertebra model. The results obtained are very promising.

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Paper citation in several formats:
Benjelloun, M.; Mahmoudi, S. and Lecron, F. (2010). A NEW SEMI-AUTOMATIC APPROACH FOR X-RAY CERVICAL IMAGES SEGMENTATION USING ACTIVE SHAPE MODEL. In Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2010) - Special Session MIAD; ISBN 978-989-674-018-4; ISSN 2184-4305, SciTePress, pages 501-506. DOI: 10.5220/0002765505010506

@conference{special session miad10,
author={Mohammed Benjelloun. and Saïd Mahmoudi. and Fabian Lecron.},
title={A NEW SEMI-AUTOMATIC APPROACH FOR X-RAY CERVICAL IMAGES SEGMENTATION USING ACTIVE SHAPE MODEL},
booktitle={Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2010) - Special Session MIAD},
year={2010},
pages={501-506},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002765505010506},
isbn={978-989-674-018-4},
issn={2184-4305},
}

TY - CONF

JO - Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2010) - Special Session MIAD
TI - A NEW SEMI-AUTOMATIC APPROACH FOR X-RAY CERVICAL IMAGES SEGMENTATION USING ACTIVE SHAPE MODEL
SN - 978-989-674-018-4
IS - 2184-4305
AU - Benjelloun, M.
AU - Mahmoudi, S.
AU - Lecron, F.
PY - 2010
SP - 501
EP - 506
DO - 10.5220/0002765505010506
PB - SciTePress

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