Reconstruction and representation of 3D objects with radial basis functions

C. Carr, J.; K. Beatson, R.; B. Cherrie, J.; J. Mitchell, Toby; R. Fright, W.; C. McCallum, B.; Evans, Talfan

doi:10.1145/383259.383266

Public

Reconstruction and representation of 3D objects with radial basis functions

Published • Aug 1, 2001

Authors:

J. C. Carr

R. K. Beatson

J. B. Cherrie

Abstract

We use polyharmonic Radial Basis Functions (RBFs) to reconstruct smooth, manifold surfaces from point-cloud data and to repair incomplete meshes. An object's surface is defined implicitly as the zero set of an RBF fitted to the given surface data. Fast methods for fitting and evaluating RBFs allow u...

Subject

Computer science

Radial basis function

Representation (politics)

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