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An improved method of computing geometrical potential force (GPF) employed in the segmentation of 3D and 4D medical images

Igor Sazonov Orcid Logo, Xianghua Xie Orcid Logo, Perumal Nithiarasu Orcid Logo

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, Pages: 1 - 10

Swansea University Authors: Igor Sazonov Orcid Logo, Xianghua Xie Orcid Logo, Perumal Nithiarasu Orcid Logo

Abstract

The geometric potential force (GPF) used in segmentation of medical images is in general a robustmethod. However, calculation of the GPF is often time consuming and slow. In the present work, wepropose several methods for improving the GPF calculation and evaluate their efficiency against theorigina...

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Published in: Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization
ISSN: 2168-1171
Published: 2016
Online Access: Check full text

URI: https://cronfa.swan.ac.uk/Record/cronfa25291
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Abstract: The geometric potential force (GPF) used in segmentation of medical images is in general a robustmethod. However, calculation of the GPF is often time consuming and slow. In the present work, wepropose several methods for improving the GPF calculation and evaluate their efficiency against theoriginal method. Among different methods investigated, the procedure that combines Riesz transformand integration by part provides the fastest solution. Both static and dynamic images have been employedto demonstrate the efficacy of the proposed methods.
College: Faculty of Science and Engineering
Start Page: 1
End Page: 10