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Authors: M. Luna 1 ; F. Gayá 2 ; C. Cáceres 3 ; José M. Tormos 4 and E. J. Gómez 3

Affiliations: 1 Bioengineering and Telemedicine Centre, ETSI de Telecomunicación, Universidad Politécnica de Madrid, Biomedical Research Networking Center in Bioengineering and Biomaterials and Nanomedicine (CIBER-BBN), Spain ; 2 Universidad Politécnica de Madrid, Spain ; 3 Universidad Politécnica de Madrid, Biomedical Research Networking Center in Bioengineering and Biomaterials and Nanomedicine (CIBER-BBN), Spain ; 4 Institut Guttmann and Neurorrehabilitation Hospital, Spain

Keyword(s): Neuroimaging, Detection, Descriptor, Landmark, Evaluation Methodology.

Related Ontology Subjects/Areas/Topics: Applications and Services ; Computer Vision, Visualization and Computer Graphics ; Medical Image Applications

Abstract: Automatic identification and location of brain structures is one of the main stages to process neuroimaging studies. The proposed approach consists of identifying landmarks over an image. These landmarks must have values of location and intensity variation to obtain a direct relation between detected landmarks and brain structures. Descriptors are algorithms whose function is to select and store points featuring these two types of information. There are many algorithms used to obtain descriptors. Therefore, it is necessary to select the most adequate to the type of images and context of application. It is advisable to design and develop an evaluation methodology to objectively identify appropriate algorithms. This paper proposes a new evaluation methodology for descriptors used on neuroimaging studies.

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Paper citation in several formats:
Luna, M.; Gayá, F.; Cáceres, C.; Tormos, J. and Gómez, E. (2013). Evaluation Methodology for Descriptors in Neuroimaging Studies . In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2013) - Volume 2: VISAPP; ISBN 978-989-8565-48-8; ISSN 2184-4321, SciTePress, pages 114-117. DOI: 10.5220/0004298001140117

@conference{visapp13,
author={M. Luna. and F. Gayá. and C. Cáceres. and José M. Tormos. and E. J. Gómez.},
title={Evaluation Methodology for Descriptors in Neuroimaging Studies },
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2013) - Volume 2: VISAPP},
year={2013},
pages={114-117},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004298001140117},
isbn={978-989-8565-48-8},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2013) - Volume 2: VISAPP
TI - Evaluation Methodology for Descriptors in Neuroimaging Studies
SN - 978-989-8565-48-8
IS - 2184-4321
AU - Luna, M.
AU - Gayá, F.
AU - Cáceres, C.
AU - Tormos, J.
AU - Gómez, E.
PY - 2013
SP - 114
EP - 117
DO - 10.5220/0004298001140117
PB - SciTePress

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