Article View: sci.fractals
Article #251Re: Fractals and Wavelets
From: Hendrik Boshoff
Date: Tue, 15 Dec 1992 11:21
Date: Tue, 15 Dec 1992 11:21
56 lines
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2783 bytes
In article <78299@hydra.gatech.EDU>, jgostin@mal-s1.gatech.edu (Jill Gostin) writes:
>
> Can anyone tell me how wavelets and fractals relate to each other,
> or point me to a good reference? I don't know much about wavelets
> at all.
>
> Thanks,
> Jill
> --
> Jill Butterfield Gostin EMAIL: jgostin@mal-s1.gatech.edu
> Georgia Institute of Technology, GTRI Modeling and Analysis Lab
> "Happiness is excitement that has found a settling down place..."
> -E.L. Konigsburg, _From the Mixed-up Files of Mrs. Basil E. Frankweiler_
Hi, I found one paper connecting the two subjects:
GC Freeland and TS Durrani, ``IFS Fractals and the Wavelet Transform,''
Proc. ICASSP '90, New Mexiko, pp 2345--2348.
and it refers to a few others:
A Arneodo, G Grasseau and M Holschneider, ``Wavelet transform of
Multi-fractals,'' Physical Review Letters, Vol 61, pp 2281--2284, 1988.
F Argoul et al, ``Wavelet Transform of Fractal Aggregates,'' Physics
Letters, A, Vol 135, No 6/7 pp 327--336, 1989.
I suppose it depends on what you mean by `fractals.' If you take
it to mean some set which is (deterministically or randomly) self-similar
or self-affine over a wide range of scales, then multi-resolution
analysis is appropriate.
Wavelets is a framework bringing together many approaches to
such analysis, inter alia subband coding, quadrature mirror
filters and pyramidal coding.
A nice introduction to wavelets is given in the IEEE Signal Processing
Magazine of October 1991 (Oliver Rioul and Martin Vetterli, ``Wavelets
and Signal Processing,'' pp 14--38) with *many* references.
They compare the wavelet transform to the short time Fourier transform
via the general *Wigner distribution.*
So at least wavelets may be used to analyse fractals, and maybe to
generate a few new ones. The emphasis in wavelets is generally
to get a complete set of orthonormal (or at least biorthogonal) wavelets.
A new set may be needed for each application.
Hendrik
--
Hendrik F.V. Boshoff
Dept E&E Ingenieurswese Dept E&E Engineering
Universiteit van Stellenbosch University of Stellenbosch
SUID-AFRIKA SOUTH AFRICA
email boshoff@firga.sun.ac.za
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Path: arc1-ca.pugleaf.net!sparky!uunet!psgrain!hippo!ucthpx!sunvax!boshoff From: boshoff@sunvax.sun.ac.za (Hendrik Boshoff) Newsgroups: sci.fractals Subject: Re: Fractals and Wavelets Message-ID: <1992Dec15.132148.5664@sunvax.sun.ac.za> Date: 15 Dec 92 13:21:48 +0200 References: <78299@hydra.gatech.EDU> Organization: University of Stellenbosch Lines: 57