Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/121013
DC FieldValueLanguage
dc.contributor.authorBallines Barrera, Sergioen_US
dc.contributor.authorLópez Reverón, Leopoldoen_US
dc.contributor.authorSantana-Cedrés, Danielen_US
dc.contributor.authorMonzón López, Nelson Manuelen_US
dc.date.accessioned2023-03-09T13:23:08Z-
dc.date.available2023-03-09T13:23:08Z-
dc.date.issued2023en_US
dc.identifier.isbn978-989-758-634-7en_US
dc.identifier.issn2184-4321en_US
dc.identifier.urihttp://hdl.handle.net/10553/121013-
dc.description.abstractMarine traffic represents one of the critical points in coastal monitoring. This task has been eased by the development of Automatic Identification Systems (AIS), which allow ship recognition. However, AIS technology is not mandatory for all vessels, so there is a need for using alternative techniques to identify and track them. In this paper, we present the integration of several technologies. First, we perform ship detection by using different camera-based approaches, depending on the moment of the day (daytime or nighttime). From this detection, we estimate the vessel’s georeferenced position. Secondly, this estimation is combined with the information provided by AIS devices. We obtain a correspondence between the scene and the AIS data and we also detect ships without VHF transmitters. Together with a geofencing technique, we introduce a solution that fuses data from different sources, providing useful information for decision-making regarding the presence of vessels in near-shore locations.en_US
dc.languageengen_US
dc.publisherSciTePress Digital Libraryen_US
dc.relation"A la ULPGC para análisis matemático de imágenes por CTIM"en_US
dc.sourceProceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4, p. 846-855en_US
dc.subject3304 Tecnología de los ordenadoresen_US
dc.subject.otherObject Detectionen_US
dc.subject.otherAISen_US
dc.subject.otherPTZ camerasen_US
dc.subject.otherDeep Learningen_US
dc.subject.otherGeofencingen_US
dc.subject.otherMaritime Environmenten_US
dc.titleMaritime Surveillance by Multiple Data Fusion: An Application Based on Deep Learning Object Detection, AIS Data and Geofencingen_US
dc.typeinfo:eu-repo/semantics/conferenceobjecten_US
dc.typeConferenceObjecten_US
dc.relation.conference18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023)en_US
dc.identifier.doi10.5220/0011670100003417en_US
dc.contributor.orcid0000-0002-3327-5137-
dc.contributor.orcid0000-0002-7066-4393-
dc.contributor.orcid0000-0003-2032-5649-
dc.contributor.orcid0000-0003-0571-9068-
dc.description.lastpage855en_US
dc.description.firstpage846en_US
dc.relation.volume4en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.description.numberofpages10en_US
dc.utils.revisionen_US
dc.date.coverdateFebrero 2023en_US
dc.identifier.ulpgcen_US
dc.contributor.buulpgcBU-INFen_US
item.fulltextCon texto completo-
item.grantfulltextopen-
crisitem.project.principalinvestigatorTrujillo Pino, Agustín Rafael-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.orcid0000-0002-3327-5137-
crisitem.author.orcid0000-0002-7066-4393-
crisitem.author.orcid0000-0003-2032-5649-
crisitem.author.orcid0000-0003-0571-9068-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.fullNameBallines Barrera,Sergio-
crisitem.author.fullNameLópez Reverón,Leopoldo-
crisitem.author.fullNameSantana Cedrés, Daniel Elías-
crisitem.author.fullNameMonzón López, Nelson Manuel-
crisitem.event.eventsstartdate19-02-2023-
crisitem.event.eventsenddate21-02-2023-
Appears in Collections:Actas de congresos
Adobe PDF (21,28 MB)
Show simple item record

Page view(s)

522
checked on Apr 13, 2024

Download(s)

175
checked on Apr 13, 2024

Google ScholarTM

Check

Altmetric


Share



Export metadata



Items in accedaCRIS are protected by copyright, with all rights reserved, unless otherwise indicated.