Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/121013
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Ballines Barrera, Sergio | en_US |
dc.contributor.author | López Reverón, Leopoldo | en_US |
dc.contributor.author | Santana-Cedrés, Daniel | en_US |
dc.contributor.author | Monzón López, Nelson Manuel | en_US |
dc.date.accessioned | 2023-03-09T13:23:08Z | - |
dc.date.available | 2023-03-09T13:23:08Z | - |
dc.date.issued | 2023 | en_US |
dc.identifier.isbn | 978-989-758-634-7 | en_US |
dc.identifier.issn | 2184-4321 | en_US |
dc.identifier.uri | http://hdl.handle.net/10553/121013 | - |
dc.description.abstract | Marine 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.language | eng | en_US |
dc.publisher | SciTePress Digital Library | en_US |
dc.relation | "A la ULPGC para análisis matemático de imágenes por CTIM" | en_US |
dc.source | Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4, p. 846-855 | en_US |
dc.subject | 3304 Tecnología de los ordenadores | en_US |
dc.subject.other | Object Detection | en_US |
dc.subject.other | AIS | en_US |
dc.subject.other | PTZ cameras | en_US |
dc.subject.other | Deep Learning | en_US |
dc.subject.other | Geofencing | en_US |
dc.subject.other | Maritime Environment | en_US |
dc.title | Maritime Surveillance by Multiple Data Fusion: An Application Based on Deep Learning Object Detection, AIS Data and Geofencing | en_US |
dc.type | info:eu-repo/semantics/conferenceobject | en_US |
dc.type | ConferenceObject | en_US |
dc.relation.conference | 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2023) | en_US |
dc.identifier.doi | 10.5220/0011670100003417 | en_US |
dc.contributor.orcid | 0000-0002-3327-5137 | - |
dc.contributor.orcid | 0000-0002-7066-4393 | - |
dc.contributor.orcid | 0000-0003-2032-5649 | - |
dc.contributor.orcid | 0000-0003-0571-9068 | - |
dc.description.lastpage | 855 | en_US |
dc.description.firstpage | 846 | en_US |
dc.relation.volume | 4 | en_US |
dc.investigacion | Ingeniería y Arquitectura | en_US |
dc.type2 | Actas de congresos | en_US |
dc.description.numberofpages | 10 | en_US |
dc.utils.revision | Sí | en_US |
dc.date.coverdate | Febrero 2023 | en_US |
dc.identifier.ulpgc | Sí | en_US |
dc.contributor.buulpgc | BU-INF | en_US |
item.fulltext | Con texto completo | - |
item.grantfulltext | open | - |
crisitem.project.principalinvestigator | Trujillo Pino, Agustín Rafael | - |
crisitem.author.dept | GIR IUCES: Centro de Tecnologías de la Imagen | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | GIR IUCES: Centro de Tecnologías de la Imagen | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | GIR IUCES: Centro de Tecnologías de la Imagen | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | Departamento de Informática y Sistemas | - |
crisitem.author.dept | GIR IUCES: Centro de Tecnologías de la Imagen | - |
crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.dept | Departamento de Informática y Sistemas | - |
crisitem.author.orcid | 0000-0002-3327-5137 | - |
crisitem.author.orcid | 0000-0002-7066-4393 | - |
crisitem.author.orcid | 0000-0003-2032-5649 | - |
crisitem.author.orcid | 0000-0003-0571-9068 | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
crisitem.author.fullName | Ballines Barrera,Sergio | - |
crisitem.author.fullName | López Reverón,Leopoldo | - |
crisitem.author.fullName | Santana Cedrés, Daniel Elías | - |
crisitem.author.fullName | Monzón López, Nelson Manuel | - |
crisitem.event.eventsstartdate | 19-02-2023 | - |
crisitem.event.eventsenddate | 21-02-2023 | - |
Appears in Collections: | Actas de congresos |
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