CV de Matteo Contini

Matteo Contini

9

Documents

Publications

Publications

	Reproducible mapping of marine biodiversity using autonomous surface vehicles and deep learning Matteo Contini , Victor Illien , Mohan Julien , Sylvain Poulain , Mervyn Ravitchandirane et al. International Journal of Applied Earth Observation and Geoinformation, 2026, 152, pp.105462. ⟨10.1016/j.jag.2026.105462⟩ Article dans une revue hal-05709985v1
	A drone-based framework for coral habitat mapping via weakly supervised segmentation Matteo Contini , Victor Illien , Sylvain Poulain , Serge Bernard , Julien Barde et al. Pattern Analysis and Applications, 2026, 29 (2), pp.99. ⟨10.1007/s10044-026-01682-3⟩ Article dans une revue hal-05648634v1
	Seatizen Atlas: a collaborative dataset of underwater and aerial marine imagery Matteo Contini , Victor Illien , Mohan Julien , Mervyn Ravitchandirane , Victor Russias et al. Scientific Data , 2025, 12 (1), pp.67. ⟨10.1038/s41597-024-04267-z⟩ Article dans une revue (data paper) hal-04918784v1
	An open-source autonomous surface vehicle for acoustic tracking, bathymetric and photogrammetric surveys Pierre Gogendeau , Sylvain Bonhommeau , Hassen Fourati , Mohan Julien , Matteo Contini et al. Ocean Engineering, 2025, 331, pp.121201. ⟨10.1016/j.oceaneng.2025.121201⟩ Article dans une revue hal-05105648v1
	From underwater to drone: A novel multi-scale knowledge distillation approach for coral reef monitoring Matteo Contini , Victor Illien , Julien Barde , Sylvain Poulain , Serge Bernard et al. Ecological Informatics, 2025, 89, 103149 (16p.). ⟨10.1016/j.ecoinf.2025.103149⟩ Article dans une revue hal-05105687v1
	GeoAI for Marine Ecosystem Monitoring: a Complete Workflow to Generate Maps from AI Model Predictions Justine Talpaert Daudon , Matteo Contini , Isabel Urbina-Barreto , Brianna Elliott , François Guilhaumon et al. ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2023, XLVIII-4/W7-2023, pp.223-230. ⟨10.5194/isprs-archives-XLVIII-4-W7-2023-223-2023⟩ Article dans une revue hal-04204101v1

	The point is the mask: scaling coral reef segmentation with weak supervision Matteo Contini , Victor Illien , Sylvain Poulain , Serge Bernard , Julien Barde et al. ICCV 2025 - Joint Workshop on Marine Vision, Oct 2025, Honolulu, Hawaii, United States. ⟨10.1109/ICCVW69036.2025.00217⟩ Communication dans un congrès hal-05457113v1

	Multi-scale mapping of changes in tropical reefs Matteo Contini Computer Science [cs]. Université de Montpellier, 2025. English. ⟨NNT : 2025UMONS016⟩ Thèse tel-05448315v2

	Report on the Marine Imaging Workshop 2022 Catherine Borremans , Jennifer Durden , Timm Schoening , Emma Curtis , Luther Adams et al. Marine Imaging Workshop. 2024 Rapport hal-05157873v1

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