Deep learning multimodal methods for geophysical inversion: application to glacier ice thickness estimation

Image credit: Unsplash
Publication
20th International Conference on Content-based Multimedia Indexing
Lorenzo Lopez-Uroz
Lorenzo Lopez-Uroz
Ph.D Student
Alexandre Benoit
Alexandre Benoit
Professor of Deep Learning

My research interests include image and video processing, deep learning

Yajing Yan
Yajing Yan
Associate Professor of Remote Sensing for Earth Observation

My research interests include Interferometry SAR, multi-temporal analysis, data inversion, data assimilation and machine learning.

Sophie Giffard-Roisin
Sophie Giffard-Roisin
Researcher IRD of Machine Learning

My research focuses on applied maths and computer science, and more particularly machine learning techniques for natural hazards, computational sustainability and climate informatics.

Antoine Rabatel
Antoine Rabatel
Physicist CNAP/SCOA on Glaciology

I am a glaciologist with main interests on mountain glaciers.