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JOURNALS // Numerical methods and programming // Archive

Num. Meth. Prog., 2001 Volume 2, Issue 3, Pages 15–40 (Mi vmp786)

Systematization of wavelet transforms

A. V. Pereberin

Keldysh Institute of Applied Mathematics of Russian Academy of Sciences, Moscow

Abstract: This paper is an attempt to systemize some frequently used variants of wavelet transforms. The following classification features are proposed: a type of input signals (discrete or continuous); a dimension of signals; the presence of redundant information; the norm preservation, etc. Various kinds of representations used for wavelet transforms and several methods used commonly for processing the signals defined on bounded intervals are introduced and compared.

Keywords: wavelet transforms, signal processing, image processing, numerical methods, fast transforms.

UDC: 517.5



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