From underwater to drone: A novel multi-scale knowledge distillation approach for coral reef monitoring

From underwater to drone: A novel multi-scale knowledge distillation approach for coral reef monitoring

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 multi-scale approach to coral reef monitoring, integrating fine-scale underwater imagery with medium-scale aerial image...

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Bibliographic Details
Main Authors: Matteo Contini, Victor Illien, Julien Barde, Sylvain Poulain, Serge Bernard, Alexis Joly, Sylvain Bonhommeau
Format: Article
Language:English
Published: Elsevier 2025-11-01
Series:Ecological Informatics
Subjects:
Coral reef monitoring
Computer vision
Knowledge distillation
Marine biodiversity
Multi-scale imaging
Online Access:http://www.sciencedirect.com/science/article/pii/S157495412500158X
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http://www.sciencedirect.com/science/article/pii/S157495412500158X

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