Advanced topics in signal processing - February 2022

Length: 10 hours - 2 cfu

 

Abstract

The course has the aim of presenting advanced topics that, while rooted in digital signal processing, might be of help in different research contexts. The main topics covered will be:

(i) Maximum entropy modelling of a time series (with a short review of stochastic processes and related information theory results);

(ii) The usage of entropy metrics for the characterization of signal and images (e.g., for extracting features then used in machine learning).

 

Dates & Venue

Giorni Aula Orario
21/02/2022 Lab. Laurea Magistrale  3° floor - Via Celoria 18 - 20133 Milan 14:00-17:00
22/02/2022 Lab. Laurea Magistrale  3° floor - Via Celoria 18 - 20133 Milan 14:00-17:00
08/03/2022 Lab. Laurea Magistrale  3° floor - Via Celoria 18 - 20133 Milan 14:30-16:30
15/03/2022 Lab. Laurea Magistrale  3° floor - Via Celoria 18 - 20133 Milan 14:30-16:30

 

Lecturer:

Prof. Roberto Sassi - Dipartimento di Informatica

Dr. Arman Kheirati - Dipartimento di Informatica

 

Assessor:

Prof. Roberto Sassi - Dipartimento di Informatica