Evaluation Methodology for Descriptors in Neuroimaging Studies

M. Luna, F. Gayá, C. Cáceres, José M. Tormos, E. J. Gómez

2013

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.

Paper Citation

in Harvard Style

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 - Volume 2: VISAPP, (VISIGRAPP 2013) ISBN 978-989-8565-48-8, pages 114-117. DOI: 10.5220/0004298001140117

in Bibtex Style

@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 - Volume 2: VISAPP, (VISIGRAPP 2013)},
year={2013},
pages={114-117},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004298001140117},
isbn={978-989-8565-48-8},
}

in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 2: VISAPP, (VISIGRAPP 2013)
TI - Evaluation Methodology for Descriptors in Neuroimaging Studies
SN - 978-989-8565-48-8
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