Wavelets and the Lifting Scheme

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Abstract

The objective of this article is to give a concise introduction to the discrete wavelet transform (DWT) based on a technique called lifting. The lifting technique allows one to give an elementary, but rigorous, definition of the DWT, with modest requirements on the reader. A basic knowledge of linear algebra and signal processing will suffice. The lifting based definition is equivalent to the usual filer bank based definition of the DWT. The article does not discuss applications in any detail. The reader is referred to other articles in this collection.

OriginalsprogEngelsk
ForlagDepartment of Mathematical Sciences, Aalborg University
Antal sider44
StatusUdgivet - 2007
NavnResearch Report Series
NummerR-2007-27
ISSN1399-2503

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