Article ID Journal Published Year Pages File Type
4639443 Journal of Computational and Applied Mathematics 2013 13 Pages PDF
Abstract

In this paper we propose a procedure which allows the construction of a large family of FIR d×dd×d matrix wavelet filters by exploiting the one-to-one correspondence between QMF systems and orthogonal operators which commute with the shifts by two. A characterization of the class of filters of full rank type that can be obtained with such procedure is given. In particular, we restrict our attention to a special construction based on the representation of SO(2d)SO(2d) in terms of the elements of its Lie algebra. Explicit expressions for the filters in the case d=2d=2 are given, as a result of a local analysis of the parameterization obtained from perturbing the Haar system.

Related Topics
Physical Sciences and Engineering Mathematics Applied Mathematics
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