1 citations · 1 across the 1 of their papers we have counts for
3 papers
A drone-based framework for coral habitat mapping via weakly supervised segmentation
Matteo Contini, Victor Illien, Sylvain Poulain +4
Obtaining pixel-level annotations over large spatial extents remains a major bottleneck for deploying machine learning in ecological applications. Here we present a multi-scale wea…
From underwater to aerial: a novel multi-scale knowledge distillation approach for coral reef monitoring
Matteo Contini, Victor Illien, Julien Barde +4
Drone-based remote sensing combined with AI-driven methodologies has shown great potential for accurate mapping and monitoring of coral reef ecosystems. This study presents a novel…
An open-source Autonomous Surface Vehicle for Acoustic Tracking, Bathymetric and Photogrammetric Surveys
Pierre Gogendeau, Sylvain Bonhommeau, Hassen Fourati +5
Autonomous Surface Vehicles (ASV) are becoming more affordable and include a wide variety of sensors and capacities with applications from ocean physics such as the Saildrone proje…