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cs.CV2025★ 1 cited
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…
cs.CV2025
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…