Microlocal filtering with multiwavelets

Citation
R. Ashino et al., Microlocal filtering with multiwavelets, COMPUT MATH, 41(1-2), 2001, pp. 111-133
Citations number
16
Categorie Soggetti
Computer Science & Engineering
Journal title
COMPUTERS & MATHEMATICS WITH APPLICATIONS
ISSN journal
08981221 → ACNP
Volume
41
Issue
1-2
Year of publication
2001
Pages
111 - 133
Database
ISI
SICI code
0898-1221(200101)41:1-2<111:MFWM>2.0.ZU;2-R
Abstract
Hyperfunctions in R-n are intuitively considered as sums of boundary values of holomorphic functions defined in infinitesimal wedges' in C-n. Orthonor mal multiwavelets, which are a generalization of orthonormal single wavelet s, generate a multiresolution analysis by means of several scaling function s. Microlocal analysis is briefly reviewed and a multiwavelet system adapte d to microlocal filtering is proposed. A rough estimate of the microlocal c ontent of functions or signals is obtained from their multiwavelet expansio ns. A fast algorithm for multiwavelet microlocal filtering is presented and several numerical examples are considered. (C) 2001 Elsevier Science Ltd. All rights reserved.