Mesopelagic crustacean habitat identification and analysis using deep learning

Burguera, Antoni; Bonin-Font, Francisco; Chatzievangelou, Damianos

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dc.contributor.author	Burguera, Antoni
dc.contributor.author	Bonin-Font, Francisco
dc.contributor.author	Chatzievangelou, Damianos
dc.date.accessioned	2025-09-02T07:03:15Z
dc.date.available	2025-09-02T07:03:15Z
dc.date.issued	2025-09-02
dc.identifier.citation	Burguera Burguera, A., Bonín-Font, F. i Chatzievangelou, D. (2023). Mesopelagic crustacean habitat identification and analysis using deep learning. En 10th International Workshop on Marine Technology (MARTECH), Instrumentation viewpoint, 22 (pp. 15-16). SARTI	ca
dc.identifier.uri	http://hdl.handle.net/11201/171209
dc.description.abstract	[eng] This paper presents a software infrastructure based on Deep Learning aimed at identifying habitats of certain species of crustacean that colonize areas of the marine Mesopelagic zone. Determining their presense is done, in this case, from the detection of holes in the sand that form sets of burrow structures. Preliminar inferencing models are obtained from images captured in the North Sea by trawled UWTV (undewater TV) stations, offering quite significant detection success ratios.	en
dc.format	application/pdf	en
dc.format.extent	15-16
dc.language.iso	eng
dc.publisher	SARTI
dc.relation.ispartof	10th International Workshop on Marine Technology (MARTECH 2023), Instrumentation viewpoint, 22 , p. 15-16	en
dc.relation.ispartofseries	Instrumentation viewpoint - 2023; 22
dc.rights	Attribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.uri	https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subject	004 - Informàtica	ca
dc.subject	57 - Biologia	ca
dc.subject	62 - Enginyeria. Tecnologia	ca
dc.subject.other	Deep Learning	en
dc.subject.other	Species Identification	en
dc.subject.other	Image Proocessing	en
dc.title	Mesopelagic crustacean habitat identification and analysis using deep learning	en
dc.type	Book chapter
dc.type	info:eu-repo/semantics/bookpart
dc.type	info:eu-repo/semantics/conferenceObject
dc.type	conferenceObject
dc.rights.accessRights	info:eu-repo/semantics/openAccess