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Automated identification of invasive rabbitfishes in underwater images from the Mediterranean Sea

• Authors : Fleuré, Valentine; Magneville, Camille; Mouillot, David

Subjects: coastal ecosystems; deep learning; image analysis

• Source: Aquatic Conservation-marine And Freshwater Ecosystems (1052-7613) (Wiley / Blackwell), 2024-01 , Vol. 34 , N. 1 , P. e4073 (9p.)

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From underwater to aerial: a novel multi-scale knowledge distillation approach for coral reef monitoring

• Authors : Contini, Matteo; Illien, Victor; Barde, Julien

Subjects: coral reef monitoring; computer vision; knowledge distillation

• Source: ArXiv (Cornell University) In Press

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GeoAI for Marine Ecosystem Monitoring: a Complete Workflow to Generate Maps from AI Model Predictions

• Authors : Talpaert Daudon, Justine; Contini, Matteo; Urbina-barreto, Isabel

Subjects: GeoAI; computer vision; deep learning

• Source: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences (2194-9034) (Copernicus GmbH), 2023-06-22 , Vol. XLVIII-4/W7-2023 , P. 223-230

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An integrated approach to characterize the canopy forming macroalgae of Gelidium corneum (Hudson) J.V.Lamouroux, 1813 on the French rocky Basque coast in 2022

• Authors : De Casamajor, Marie-noelle; Sanchez, Florence; Lissardy, Muriel

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Ocean Spy's annotation data

• Authors : Borremans, Catherine; Matabos, Marjolaine; Tourolle, Julie

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SUCRe: Leveraging Scene Structure for Underwater Color Restoration

• Authors : Boittiaux, Clementin; Marxer, Ricard; Dune, Claire

Subjects: Underwater color restoration; Structure-from-Motion; Texturing

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A new method to control error rates in automated species identification with deep learning algorithms

• Authors : Villon, Sébastien; Mouillot, David; Chaumont, Marc

• Source: Scientific Reports (2045-2322) (Springer Science and Business Media LLC), 2020-07 , Vol. 10 , N. 1 , P. 10972 (13p.)

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