A STATISITICAL SHAPE MODEL FOR DEFORMABLE SURFACE REGISTRATION

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

2010

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.

Paper Citation

in Harvard Style

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 - Volume 1: ECSMIO, (VISIGRAPP 2010) ISBN 978-989-674-028-3, pages 545-549. DOI: 10.5220/0002895705450549

in Bibtex Style

@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 - Volume 1: ECSMIO, (VISIGRAPP 2010)},
year={2010},
pages={545-549},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002895705450549},
isbn={978-989-674-028-3},
}

in EndNote Style

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