Compressive Sensing: New Paradigms for Image
To be taught at 27o Colóquio Brasileiro de Matemática, July 2009.
The course is meant for students and researchers in Applied Mathematics that
share interests in image processing, signal representation and reconstruction,
optimization and data compression.
Videos from the lectures are available here.
Lecture 1 - Introduction
Lecture 2 - Compression
Lecture 3 - CS Theory
Lecture 4 - Image Processing & CS
Lecture 5 - Applications in Graphics
The book on the course notes can be bought here.
This [.zip] archive contains all MATLAB functions used to generate the results in Chapter 6.