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Approximation properties of multivariate wavelets
Authors:Rong-Qing Jia
Institution:Department of Mathematical Sciences, University of Alberta, Edmonton, Alberta, Canada T6G 2G1
Abstract:Wavelets are generated from refinable functions by using multiresolution analysis. In this paper we investigate the approximation properties of multivariate refinable functions. We give a characterization for the approximation order provided by a refinable function in terms of the order of the sum rules satisfied by the refinement mask. We connect the approximation properties of a refinable function with the spectral properties of the corresponding subdivision and transition operators. Finally, we demonstrate that a refinable function in $W_{1}^{k-1}(\mathbb{R}^{s})$ provides approximation order $k$.

Keywords:Refinement equations  refinable functions  wavelets  accuracy  approximation order  smoothness  subdivision operators  transition operators
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