DocumentCode
398676
Title
The Gibbs phenomenon bounds in wavelet approximations
Author
Bastys, A.
Author_Institution
Fac. of Math. & Inf., Vilnius Univ., Lithuania
Volume
1
fYear
2003
fDate
14-17 Sept. 2003
Abstract
Typical Gibbs phenomenon manifests itself by appearance of overshoots and undershoots around the jump discontinuities. It is well known that the first maximum and minimum of approximation of the signum function by the truncated Fourier integral is 1.17898 and 0.9028 respectively, which divided to the jump discontinuity correspond to 8.95% the Gibbs overshoot and to 4.86% undershoot. We proved that the Gibbs overshoot of any integral wavelet transform is less than 8.95%; if integral wavelet transform is defined by tight wavelet, then the Gibbs overshoot does not exceed 7.07%. When the integral wavelet transform is defined by the Shannon wavelet, the Gibbs overshoot and undershoot equals to 7.07% and 1.73%. We have found compactly supported orthogonal wavelet having filter length 10, that defines dyadic wavelet expansion having bigger the Gibbs overshoot then the one of the Fourier integral.
Keywords
Fourier transforms; biomedical MRI; information theory; video signal processing; wavelet transforms; Gibbs phenomenon; Shannon wavelet; dyadic wavelet expansion; integral wavelet transform; signum function; truncated Fourier integral; Electric shock; Fourier transforms; Harmonic analysis; Heart; Image edge detection; Informatics; Integral equations; Mathematics; Power harmonic filters; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
ISSN
1522-4880
Print_ISBN
0-7803-7750-8
Type
conf
DOI
10.1109/ICIP.2003.1247138
Filename
1247138
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