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Wavelets and Applications
Spring term
Lectures:
Mondays 10:00-11:00, Room 403a.
Tuesdays 9:00-11:00, Room 509a-509b.
Material:
Text books:
Required:
- M. Vetterli and J. Kovacevic, Wavelets and Subband
Coding, Prentice Hall, 1995.
Recommended:
- S. Mallat, A Wavelet Tour of Signal Processing,
Academic Press,
Second Edition, 1999.
- G. Strang and T. Q. Nguyen, Wavelets and Filter
Banks, Wellesley-Cambridge Press, Revised Edition, 1998.
- I. Daubechies, Ten Lectures on Wavelets, SIAM, 1992.
- P. P. Vaidyanathan, Multirate Systems and Filter
Banks, Prentice Hall, 1993.
Wavelet papers
- Wavelets: Seeing the Forest and the Trees, Beyond Discovery, US National Academy of Science.
- Wavelets and signal processing, by O. Rioul and M.
Vetterli, IEEE Signal Processing Magazine, vol. 8, no. 4, Oct.
1991, pp. 14-38.
- A theory for multiresolution signal decomposition :
the wavelet representation, by S. Mallat, IEEE Transaction on
Pattern Analysis and Machine Intelligence, vol. 11, p. 674-693,
July 1989.
- Wavelets and filter banks: theory and design,
by M. Vetterli and C. Herley, IEEE Transactions on Signal Processing,
vol. 40, Sep. 1992, pp. 2207-2232.
- The wavelet transform, time-frequency localization
and signal analysis, by I. Daubechies, IEEE Transactions on Information Theory,
vol. 36, Septemper 1990, pp. 961-1005.
- Wavelets: The mathematical background, by A. Cohen
and J. Kovacevic, Proc. of the IEEE,
vol.84(4), April 1996, pp. 514-522.
Papers on Image
Compression and
Wavelets
- Wavelets, approximation and compression, by M.
Vetterli, IEEE Signal Processing Magazine, vol. 18, no. 5, Sep.
2001, pp. 59-73.
- Mathematical properties of the JPEG2000 wavelet
filters, by M. Unser and T. Blu, IEEE
Trans. on Image Processing, vol. 12(9), September 2003,
pp. 1080-1090.
- High Performance scalable image
compression with EBCOT, by D. Taubman, IEEE Trans. on Image
Processing, vol.9 (7), July 2000, pp. 1158-1170.
- Embedded image coding using zerotrees of
wavelet coefficients, by J.M. Shapiro, IEEE Trans. on Signal
Processing, vol.41(12), 3445-3462, December 1993.
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