Computer Vision for Geosciences

from classical methods to modern approaches using Deep Learning

Course information

This class is a general introduction to computer vision methods relevant in geoscience. It teaches classical computer vision methods and machine learning based techniques.

It was first conceptualized and taught by Sébastien Valade (UNAM) and Manuel Wöllhaf (TUB) at UNAM in 2021. An updated version of the course is currently taught at UNAM (2024), with special guest speaker Ronny Hänsch (DLR).

Optical flow analysis on Nyiragongo lava lake (Valade et al. 2018 EPSL)

Instructors

Course editions