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Compressive Sensing: New Paradigms for Image
Aquisition and Compression
COURSE
To be taught at 27o Colóquio Brasileiro de Matemática, July 2009.
INSTRUCTORES
Luiz
Velho
Eduardo
A. B. da Silva
Adriana
Schulz
DESCRIPTION
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.
The purpose is to develop a presentation of the fundamental aspects involved in
CS which may be used as a bibliographic guide for those who are initiating on
this field. Therefore, the relevance of this work is the introduction of the
study of CS in academic community of Rio de Janeiro and the stimulation of
related research projects.
SCHEDULE
|
Day
|
Lecture
|
Topic
|
Instructor
|
|---|---|---|---|
| July 27 | 1
|
Introduction
|
Luiz Velho
|
| July 28 | 2
|
Compression
|
Eduardo da Silva
|
| July 29 | 3
|
CS Theory
|
Adriana Schulz
|
| July 30 | 4
|
Image Processing & CS
|
Adriana Schulz
|
| July 31 | 5
|
Applications in Graphics
|
Luiz Velho
|
LECTURES
Videos from the lectures are available here.
SLIDES
Lecture 1 - Introduction
Lecture 2 - Compression
Lecture 3 - CS Theory
Lecture 4 - Image Processing & CS
Lecture 5 - Applications in Graphics
BOOK
The book on the course notes can be bought here.
SOFTWARE
This [.zip] archive contains all MATLAB functions used to generate the results in Chapter 6.