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 02/23

Take-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