A Splitting Algorithm for Medical Image Denoising

Adérito Araújo

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Paper

A Splitting Algorithm for Medical Image Denoising

In Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: BIOMED, 704-709, 2013 , Reykjavík, Iceland

Author: Adérito Araújo

Affiliation: University of Coimbra, Portugal

Keyword(s): Finite Differences, Optical Coherence Tomography, Image Denoising.

Abstract: In this work we consider a stable algorithm for integrating a mathematical model based on mean curvature motion equation proposed in (Alvarez, Lions, Morel 1992) for image denoising. The scheme is constructed using a finite difference space discretisation and semi-implicit time discretisation and is considered with a splitting algorithm that can be implemented in parallel. We apply this algorithm to the problem of denoising optical coherence tomograms from the human retina while preserving image features.

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Paper citation in several formats:

Araújo, A. (2013). A Splitting Algorithm for Medical Image Denoising. In Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2013) - BIOMED; ISBN 978-989-8565-69-3; ISSN 2184-2841, SciTePress, pages 704-709. DOI: 10.5220/0004634407040709

@conference{biomed13,
author={Adérito Araújo.},
title={A Splitting Algorithm for Medical Image Denoising},
booktitle={Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2013) - BIOMED},
year={2013},
pages={704-709},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004634407040709},
isbn={978-989-8565-69-3},
issn={2184-2841},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2013) - BIOMED
TI - A Splitting Algorithm for Medical Image Denoising
SN - 978-989-8565-69-3
IS - 2184-2841
AU - Araújo, A.
PY - 2013
SP - 704
EP - 709
DO - 10.5220/0004634407040709
PB - SciTePress