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Authors: Antonietta Pepe and Jussi Tohka

Affiliation: Tampere University of Technology, Finland

ISBN: 978-989-8425-99-7

Keyword(s): Space deformation, 3D surfaces and volumes bending, Brain asymmetry, Magnetic resonance imaging.

Related Ontology Subjects/Areas/Topics: Applications ; Cardiovascular Imaging and Cardiography ; Cardiovascular Technologies ; Health Engineering and Technology Applications ; Medical Imaging ; Pattern Recognition ; Shape Representation ; Signal Processing ; Software Engineering

Abstract: In this work, we propose a novel space deformation model for local bending of 3D volumes and surfaces. The model can be easily controlled through accommodation of a few intuitive parameters. Experiments on volumes, parametric surfaces, and polygonal surfaces show that our method has increased modeling capabilities when compared to the previous space deformation methods for local bending. We apply this new, more flexible model for space bending to model human brain asymmetry. In particular, we develop an image processing pipeline for automatic generation of a set of realistic 3D brain magnetic resonance (MR) images for which the asymmetry is known. This dataset can be used for the quantitative validation of voxel and surface based methods for studying brain shape asymmetry. The pipeline encompasses a realistic modeling of the anatomical rightward bending of the inter-hemispheric fissure in human brain.

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Paper citation in several formats:
Pepe, A. and Tohka, J. (2012). 3D BENDING OF SURFACES AND VOLUMES WITH AN APPLICATION TO BRAIN TORQUE MODELING.In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-8425-99-7, pages 411-418. DOI: 10.5220/0003773804110418

@conference{icpram12,
author={Antonietta Pepe. and Jussi Tohka.},
title={3D BENDING OF SURFACES AND VOLUMES WITH AN APPLICATION TO BRAIN TORQUE MODELING},
booktitle={Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2012},
pages={411-418},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003773804110418},
isbn={978-989-8425-99-7},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - 3D BENDING OF SURFACES AND VOLUMES WITH AN APPLICATION TO BRAIN TORQUE MODELING
SN - 978-989-8425-99-7
AU - Pepe, A.
AU - Tohka, J.
PY - 2012
SP - 411
EP - 418
DO - 10.5220/0003773804110418

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