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

Autor: Annalisa Minelli, Anna Nora Tassetti, Briony Hutton, Gerardo N. Pezzuti Cozzolino, Toby Jarvis, Gianna Fabi

Publikováno v: Sensors, Vol 21, Iss 9, p 2999 (2021)

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

Externí odkaz: https://doaj.org/article/0825c9fcf63d41f0898bcc952ce7a8b6

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 †

Autor: Gerardo N. Pezzuti Cozzolino, Annalisa Minelli, Toby Jarvis, Gianna Fabi, Briony Hutton, Anna Nora Tassetti

Publikováno v: Sensors (Basel, Switzerland)
Sensors
Volume 21
Issue 9
Sensors (Basel) 21 (2021). doi:10.3390/s21092999
info:cnr-pdr/source/autori:Minelli, Annalisa; Tassetti, Anna Nora; Hutton, Briony; Pezzuti Cozzolino, Gerardo N.; Jarvis, Toby; Fabi, Gianna/titolo: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/doi:10.3390%2Fs21092999/rivista:Sensors (Basel)/anno:2021/pagina_da:/pagina_a:/intervallo_pagine:/volume:21
Sensors, Vol 21, Iss 2999, p 2999 (2021)

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

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cb8ce10abd3993764f4139f8512d8ed9
http://europepmc.org/articles/PMC8123111