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Author: Marek W. Rupniewski

Affiliation: Warsaw University of Technology, Poland

ISBN: 978-989-758-018-5

Keyword(s): Curve Reconstruction, Noisy Samples.

Related Ontology Subjects/Areas/Topics: Applications ; Cardiovascular Imaging and Cardiography ; Cardiovascular Technologies ; Clustering ; Health Engineering and Technology Applications ; Pattern Recognition ; Signal Processing ; Software Engineering ; Theory and Methods

Abstract: An algorithm for the reconstruction of closed and open curves from clouds of their noisy and unordered samples is presented. Each curve is reconstructed as a polygonal path represented by its vertices, which are determined in an iterative process comprising evolutionary and decimation stages. The quality of the reconstruction is studied with respect to the local density of the samples and the standard deviation of the noise perturbing the samples. The algorithm is verified to work for arbitrary dimensions of ambient space.

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Paper citation in several formats:
W. Rupniewski M. (2014). Curve Reconstruction from Noisy and Unordered Samples.In Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-758-018-5, pages 183-188. DOI: 10.5220/0004814801830188

@conference{icpram14,
author={Marek W. Rupniewski},
title={Curve Reconstruction from Noisy and Unordered Samples},
booktitle={Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2014},
pages={183-188},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004814801830188},
isbn={978-989-758-018-5},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - Curve Reconstruction from Noisy and Unordered Samples
SN - 978-989-758-018-5
AU - W. Rupniewski M.
PY - 2014
SP - 183
EP - 188
DO - 10.5220/0004814801830188

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