Wavelets and
Applications
Spring term
Lectures
room 407b:
Mondays
9:00-11:00,
Material:
- Lecture notes (available on
request).
- Matlab Mini-project.
- Matlab m-files and dataset
for matlab mini-project
- To answer to the last
question in the matlab
miniproject you need to
include in your working
directory the two files
attached here.
Exam: Please note this
year the exam consists of
FOUR ALL compulsory
questions carrying equal
marks.
Text books:
Required:
- M. Vetterli and J.
Kovacevic, Wavelets and
Subband Coding, Prentice Hall,
1995 (available
here).
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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