IMPLEMENTING DAUBECHIES-WAVELET-TRANSFORM WITH WEIGHTED FINITE AUTOMATA

Authors
Citation
K. Culik et S. Dube, IMPLEMENTING DAUBECHIES-WAVELET-TRANSFORM WITH WEIGHTED FINITE AUTOMATA, Acta informatica, 34(5), 1997, pp. 347-366
Citations number
9
Categorie Soggetti
Information Science & Library Science","Computer Science Information Systems
Journal title
ISSN journal
00015903
Volume
34
Issue
5
Year of publication
1997
Pages
347 - 366
Database
ISI
SICI code
0001-5903(1997)34:5<347:IDWWFA>2.0.ZU;2-3
Abstract
We show that the compactly supported wavelet functions W-2, W-4, W-6, discovered by Daubechies [6] can be computed by weighted finite automa ta (WFA) introduced by Culik and Karhumaki [2]. Furthermore, for 1-D c ase, a fixed WFA with 2(n) + n(N - 2) states can implement any linear combination of dilations and translations of a basic wavelet W-N at re solution 2(n). The coefficients of the wavelet transform specify the i nitial weights in the corresponding states of the WFA, An algorithm to simplify this WFA is presented and can be employed to compress data. It works especially well for smooth and fractal-like data.