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Curve reconstruction from noisy samples

Authors Cheng, Siu-Wing
Funke, Stefan
Golin, Mordecai J. View this author's profile
Kumar, Piyush
Poon, Sheung-Hung
Ramos, Edgar A.
Issue Date 2003
Summary 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.
Language English
Format Technical report
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