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Authors: David Hunter 1 ; Bernard P. Tiddeman 2 and David I. Perrett 1

Affiliations: 1 University of St Andrews, United Kingdom ; 2 University of Aberystwyth, United Kingdom

Keyword(s): Genetic Algorithms, Face Fitting, Three Dimensional Morphable Models.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Geometry and Modeling ; Modeling and Algorithms

Abstract: Accurate estimation of the shape of human faces has many applications from the movie industry to psychological research. One well known method is to fit a Three Dimensional Morphable Model to a target image. This method is attractive as the faces it constructs are already projected onto an orthogonal basis making further manipulation and analysis easier. To date use of Morphable Models have been limited by the inaccuracy and inconvenience of current face-fitting methods. We present a method based on Genetic Algorithms that avoid the local minima and gradient image errors that current methods suffer from. It has the added advantage of requiring no manual interaction to initialise or guide the fitting process.

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Paper citation in several formats:
Hunter, D.; P. Tiddeman, B. and I. Perrett, D. (2012). A GENETIC ALGORITHM FOR FACE FITTING. In Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications (VISIGRAPP 2012) - GRAPP; ISBN 978-989-8565-02-0; ISSN 2184-4321, SciTePress, pages 115-120. DOI: 10.5220/0003816101150120

@conference{grapp12,
author={David Hunter. and Bernard {P. Tiddeman}. and David {I. Perrett}.},
title={A GENETIC ALGORITHM FOR FACE FITTING},
booktitle={Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications (VISIGRAPP 2012) - GRAPP},
year={2012},
pages={115-120},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003816101150120},
isbn={978-989-8565-02-0},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Graphics Theory and Applications and International Conference on Information Visualization Theory and Applications (VISIGRAPP 2012) - GRAPP
TI - A GENETIC ALGORITHM FOR FACE FITTING
SN - 978-989-8565-02-0
IS - 2184-4321
AU - Hunter, D.
AU - P. Tiddeman, B.
AU - I. Perrett, D.
PY - 2012
SP - 115
EP - 120
DO - 10.5220/0003816101150120
PB - SciTePress

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