2023
Thèse
MOSCHOS Evangelos
EDDY-DEEP détection et analyse des tourbillons océanique par apprentissage profond.
Directeurs.rices de thèses : Stegner A.
Fiche
Composition du jury
Abstract
My interdisciplinary work combines artificial intelligence and oceanography to improve the detection and tracking of oceanic eddies using high-resolution satellite imagery and Deep Learning techniques.
By harnessing neural network architectures, we have been able to achieve a significant improvement in reliability, precision and robustness of the detection of oceanic eddies.
Our methods have a wide range of applications with maritime stakeholders such as environmental monitoring, pollution, fishing and shipping.