Lecture by Lecture Topics
Week |
Topics & Reading
Assignments |
Notes |
Week of 01/11 |
Topics: Introduction and Review of Fourier Transform, Definition of Vector Space, Basis |
|
Week of 01/18 |
Topics: Time-Frequency general properties,
Short-Time Fourier Transform |
|
Week of 01/25 |
Topics: Instantaneous Frequency and Quadratic Distributions |
HW 1 due 01/26 |
Week of 02/01 |
Topics: Wigner
Distribution |
|
Week of 02/08 |
Topics: Cohen’s
class of distributions |
HW 2 due 02/09 |
|
Week of 02/15 |
Topics: Orthogonal Wavelet Bases, Nested Subspaces, Scaling Function |
Review Paper 1 due 02/18 |
|
Week of 02/22 |
Topics: Filterbanks, Wavelet Functions |
HW 3 due 02/23Take-home exam |
|
Week of 03/01 |
Topics: Wavelet
Design |
Project proposal due |
|
Week of 03/08 |
Spring Break |
No Class |
|
Week of 03/15 |
Topics: Filterbank Implementation, Biorthogonal
Wavelets |
HW 4 due 03/18 |
|
Week of 03/22 |
Topics: Extension to 2D |
Review Paper 2 due 03/25 |
|
Week of 03/29 |
Topics: Wavelet Packet Transform and Local Cosine
Bases |
HW 5 due 04/01 |
|
Week of 04/05 |
Topics: Signal Approximation and Estimation, Denoising |
|
|
Week of 04/12 |
Topics: Overcomplete
Dictionaries: Adaptive Best Basis
Selection, Matching Pursuit |
HW 6 due 04/15 |
|
Week of 04/19 |
Topics: Applications
and Extensions of Wavelets: Compression, Compressed Sensing |
Review Paper 3 due 04/22 |
|
Week of 04/26 |
|
Project
presentations |
|
Week of 05/03 |
Final Exam Week |
Final project report due on 05/06 |