Copyright © 2004 Elsevier B.V. All rights reserved.
Curve reconstruction from noisy samples
Received 24 July 2003;
revised 4 June 2004;
accepted 7 July 2004.
Communicated by D.M. Mount.
Available online 2 December 2004.
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Abstract
We present an algorithm to reconstruct a collection of disjoint smooth closed curves from noisy samples. Our noise model assumes that the samples are obtained by first drawing points on the curves according to a locally uniform distribution followed by a uniform perturbation in the normal directions. Our reconstruction is faithful with probability approaching 1 as the sampling density increases.
Keywords: Computational geometry; Curve reconstruction; Probabilistic analysis; Homeomorphism







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