A STATISITICAL SHAPE MODEL FOR DEFORMABLE SURFACE REGISTRATION

Wei Quan; Bogdan J. Matuszewski; Lik-Kwan Shark

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Paper

A STATISITICAL SHAPE MODEL FOR DEFORMABLE SURFACE REGISTRATION

In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 1: ECSMIO, 545-549, 2010 , Angers, France

Authors: Wei Quan ; Bogdan J. Matuszewski and Lik-Kwan Shark

Affiliation: University of Central Lancashire, United Kingdom

Keyword(s): Deformable Registration, Surface Matching, Shape Modelling and Face Articulation.

Abstract: This short paper presents a deformable surface registration scheme which is based on the statistical shape modelling technique. The method consists of two major processing stages, model building and model fitting. A statistical shape model is first built using a set of training data. Then the model is deformed and matched to the new data by a modified iterative closest point (ICP) registration process. The proposed method is tested on real 3-D facial data from BU-3DFE database. It is shown that proposed method can achieve a reasonable result on surface registration, and can be used for patient position monitoring in radiation therapy and potentially can be used for monitoring of the radiation therapy progress for head and neck patients by analysis of facial articulation.

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Paper citation in several formats:

Quan, W.; J. Matuszewski, B. and Shark, L. (2010). A STATISITICAL SHAPE MODEL FOR DEFORMABLE SURFACE REGISTRATION. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2010) - Volume 1: ECSMIO; ISBN 978-989-674-028-3; ISSN 2184-4321, SciTePress, pages 545-549. DOI: 10.5220/0002895705450549

@conference{ecsmio10,
author={Wei Quan. and Bogdan {J. Matuszewski}. and Lik{-}Kwan Shark.},
title={A STATISITICAL SHAPE MODEL FOR DEFORMABLE SURFACE REGISTRATION},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2010) - Volume 1: ECSMIO},
year={2010},
pages={545-549},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002895705450549},
isbn={978-989-674-028-3},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2010) - Volume 1: ECSMIO
TI - A STATISITICAL SHAPE MODEL FOR DEFORMABLE SURFACE REGISTRATION
SN - 978-989-674-028-3
IS - 2184-4321
AU - Quan, W.
AU - J. Matuszewski, B.
AU - Shark, L.
PY - 2010
SP - 545
EP - 549
DO - 10.5220/0002895705450549
PB - SciTePress