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Authors: A. Nezhinsky ; J. Kruisselbrink and F. Verbeek

Affiliation: Leiden University, LIACS, Netherlands

ISBN: 978-989-674-019-1

Keyword(s): Evolutionary algorithm, Model based segmentation, Shape retrieval.

Related Ontology Subjects/Areas/Topics: Algorithms and Software Tools ; Artificial Intelligence ; Bioinformatics ; Biomedical Engineering ; Computational Intelligence ; Image Analysis ; Soft Computing

Abstract: There is a need for a high-throughput approach for extracting biological shapes from images. The approach for automated extraction of convex biological shapes presented in this paper is an Evolutionary Algorithm. As opposed to existing model based segmentation methods this approach is uniform for different images, needs no training set and is initialized automatically. The process of finding the shape is considered an optimization problem and for that reason an Evolutionary Algorithm was a good candidate for a solution. The results show that the proposed Evolutionary Algorithm gives a fast solution for pattern recognition and shape extraction.

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Paper citation in several formats:
Nezhinsky A.; Kruisselbrink J.; Verbeek F. and (2010). CONVEX SHAPE RETRIEVAL FROM EDGE MAPS BY THE USE OF AN EVOLUTIONARY ALGORITHM.In Proceedings of the First International Conference on Bioinformatics - Volume 1: BIOINFORMATICS, (BIOSTEC 2010) ISBN 978-989-674-019-1, pages 221-225. DOI: 10.5220/0002742502210225

@conference{bioinformatics10,
author={A. Nezhinsky and J. Kruisselbrink and F. Verbeek},
title={CONVEX SHAPE RETRIEVAL FROM EDGE MAPS BY THE USE OF AN EVOLUTIONARY ALGORITHM},
booktitle={Proceedings of the First International Conference on Bioinformatics - Volume 1: BIOINFORMATICS, (BIOSTEC 2010)},
year={2010},
pages={221-225},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002742502210225},
isbn={978-989-674-019-1},
}

TY - CONF

JO - Proceedings of the First International Conference on Bioinformatics - Volume 1: BIOINFORMATICS, (BIOSTEC 2010)
TI - CONVEX SHAPE RETRIEVAL FROM EDGE MAPS BY THE USE OF AN EVOLUTIONARY ALGORITHM
SN - 978-989-674-019-1
AU - Nezhinsky, A.
AU - Kruisselbrink, J.
AU - Verbeek, F.
PY - 2010
SP - 221
EP - 225
DO - 10.5220/0002742502210225

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