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Convolution kernels based on thin-plate splines
Authors:J Levesley
Institution:(1) Department of Mathematics and Computer Science, University of Leicester, LE1 7RH Leicester, UK
Abstract:Quasi-interpolation using radial basis functions has become a popular method for constructing approximations to continuous functions in many space dimensions. In this paper we discuss a procedure for generating kernels for quasi-interpolation, using functions which have series expansions involving terms liker agr logr. It is shown that such functions are suitable if and only if agr is a positive even integer and the spatial dimension is also even.
Keywords:Radial basis functions  thin-plate splines  convolution kernels
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