Introduction to Statistical Techniques for Data Analysis with Applications to Remote Sensing - January 2024

Title

Introduction to Statistical Techniques for Data Analysis with Applications to Remote Sensing.

Speaker

Cristina Vittucci, Tor Vergata University of Rome

When and Where

• January 22nd, 25th, and 29th 2024, from 15:00 to 19:00 on January 22nd and 25th, from 15:00 to 17:00 on January 29th (10 hours, 5 lectures)
  

All lectures in sala Riunioni (Ingegneria della Informazione building, ground floor, room AT 07)

Main Topics

1. Recall of basic elements of probability theory, linear algebra, and statistics.
2. Statistical data analysis and Minimum Mean Square Error (MMSE) techniques.
3. Principal Components Analysis with applications; remarks on non-linear techniques.