MAPPING LANDMARKS ON TO THE FACE

G. M. Beumer; R. N. J. Veldhuis; B. J. Boom

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Paper

MAPPING LANDMARKS ON TO THE FACE

Topics: Biometrics; Pattern Recognition

In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, 12-17, 2009 , Porto, Portugal

Authors: G. M. Beumer ; R. N. J. Veldhuis and B. J. Boom

Affiliation: University of Twente, Netherlands

ISBN: 978-989-8111-65-4

ISSN: 2184-4305

Keyword(s): Landmarking, Face recognition, Biometrics.

Related Ontology Subjects/Areas/Topics: Applications ; Artificial Intelligence ; Biomedical Engineering ; Biomedical Signal Processing ; Biometrics ; Biometrics and Pattern Recognition ; Data Manipulation ; Health Engineering and Technology Applications ; Human-Computer Interaction ; Methodologies and Methods ; Multimedia ; Multimedia Signal Processing ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Soft Computing ; Telecommunications

Abstract: Landmarking can be formalised as calculating the Maximum A-posteriori Probability (MAP) of a set of landmarks given an image (texture) containing a face. In this paper a likelihood-ratio based landmarking method is extended to a MAP-based landmarking method. The approach is validated by means of experiments. The MAP approach turns out to be advantageous, particularly for low quality images, in which case the landmarking accuracy improves significantly.

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Paper citation in several formats:

Beumer, G.; Veldhuis, R. and Boom, B. (2009). MAPPING LANDMARKS ON TO THE FACE.In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2009) ISBN 978-989-8111-65-4, pages 12-17. DOI: 10.5220/0001431100120017

@conference{biosignals09,
author={G. M. Beumer and R. N. J. Veldhuis and B. J. Boom},
title={MAPPING LANDMARKS ON TO THE FACE},
booktitle={Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2009)},
year={2009},
pages={12-17},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001431100120017},
isbn={978-989-8111-65-4},
}

TY - CONF

JO - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing - Volume 1: BIOSIGNALS, (BIOSTEC 2009)
TI - MAPPING LANDMARKS ON TO THE FACE
SN - 978-989-8111-65-4
AU - Beumer, G.
AU - Veldhuis, R.
AU - Boom, B.
PY - 2009
SP - 12
EP - 17
DO - 10.5220/0001431100120017