EE 575
Multiresolution Signal
Processing
Instructor:
Murat Saraçlar (http://busim.ee.boun.edu.tr/~murat)
Textbook:
Vetterli and Kovacevic, Wavelets
and Subband Coding, Prentice Hall.
References:
Mallat,
A Wavelet Tour of Signal Processing, Academic Press.
Strang and Nguyen, Wavelets
and Filter Banks, Wellesley-Cambridge Press.
Time and Location: T4 KB230,
ThTh 34 Telra
More Information: http://cims.ee.boun.edu.tr
Tentative Schedule:
- Introduction (Ch 1)
- Review of
Linear Algebra and Signal Processing (Ch 2.1-2.5)
- Hilbert
Spaces
- Elements of Linear Algebra
- Fourier
Theory and Sampling
- Signal Processing
- Time-Frequency Representations (Ch 2.6)
- Windowed
Fourier Transform
- Wavelet Transforms
- Filter Banks
- Two-Channel Filter Banks
- Tree-Structured Filter Banks
- Multichannel Filter Banks
- Oversampled Filter Banks
- Multiresolution Analysis
- Series
Expansions using Wavelets
- Continuous Wavelet and
Short-Time Fourier Transforms and Frames
- Applications:
Approximation,
Estimation, Transform Coding
Computer
Usage:
Homeworks requiring MATLAB programming
Assessment:
- Homeworks %30
- Midterm %20
- Paper Presentation %20
- Final Examination %30