2023

Thèse

MOSCHOS Evangelos

EDDY-DEEP détection et analyse des tourbillons océanique par apprentissage profond.

Directeurs.rices de thèses : Stegner A.

Date 2023-01-27
Diplôme IP Paris

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.

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