Developing machine learning methods for automatic recognition of fishing vessel behaviour in the Scomber japonicus fisheries

Developing machine learning methods for automatic recognition of fishing vessel behaviour in the Scomber japonicus fisheries

IntroductionWith a higher degree of automation, fishing vessels have gradually begun adopting a fishing monitoring method that combines human and electronic observers. However, the objective data of electronic monitoring systems (EMS) has not yet been fully applied in various fishing boat scenarios...

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Bibliographic Details
Main Authors: Shuxian Wang, Shengmao Zhang, Fenghua Tang, Yongchuang Shi, Yanming Sui, Xiumei Fan, Junlin Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Marine Science
Subjects:
vessel behaviors recognition
Scomber japonicus
attention mechanism
long short-term memory
deep learning in fisheries
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2023.1085342/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2023.1085342/full

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