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Semi-Automated Data Processing and Semi-Supervised Machine Learning for the Detection and Classification of Water-Column Fish Schools and Gas Seeps with a Multibeam Echosounder †

Multibeam echosounders are widely used for 3D bathymetric mapping, and increasingly for water column studies. However, they rapidly collect huge volumes of data, which poses a challenge for water column data processing that is often still manual and time-consuming, or affected by low efficiency and...

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Detalles Bibliográficos
Autores principales: Minelli, Annalisa, Tassetti, Anna Nora, Hutton, Briony, Pezzuti Cozzolino, Gerardo N., Jarvis, Toby, Fabi, Gianna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8123111/
https://www.ncbi.nlm.nih.gov/pubmed/33923343
http://dx.doi.org/10.3390/s21092999