Show simple item record

dc.contributor.authorFernández, Jorge
dc.contributor.authorCalavia, Lorena
dc.contributor.authorBaladrón García, Carlos 
dc.contributor.authorAguiar Pérez, Javier Manuel 
dc.contributor.authorCarro Martínez, Belén 
dc.contributor.authorSánchez Esguevillas, Antonio Javier
dc.contributor.authorAlonso López, Jesús
dc.contributor.authorSmilansky, Zeev
dc.date.accessioned2022-12-02T13:57:44Z
dc.date.available2022-12-02T13:57:44Z
dc.date.issued2013
dc.identifier.citationSensors, 2013, vol. 13, n. 6, p. 7414-7442es
dc.identifier.issn1424-8220es
dc.identifier.urihttps://uvadoc.uva.es/handle/10324/57657
dc.descriptionProducción Científicaes
dc.description.abstractThis paper presents an intelligent surveillance platform based on the usage of large numbers of inexpensive sensors designed and developed inside the European Eureka Celtic project HuSIMS. With the aim of maximizing the number of deployable units while keeping monetary and resource/bandwidth costs at a minimum, the surveillance platform is based on the usage of inexpensive visual sensors which apply efficient motion detection and tracking algorithms to transform the video signal in a set of motion parameters. In order to automate the analysis of the myriad of data streams generated by the visual sensors, the platform’s control center includes an alarm detection engine which comprises three components applying three different Artificial Intelligence strategies in parallel. These strategies are generic, domain-independent approaches which are able to operate in several domains (traffic surveillance, vandalism prevention, perimeter security, etc.). The architecture is completed with a versatile communication network which facilitates data collection from the visual sensors and alarm and video stream distribution towards the emergency teams. The resulting surveillance system is extremely suitable for its deployment in metropolitan areas, smart cities, and large facilities, mainly because cheap visual sensors and autonomous alarm detection facilitate dense sensor network deployments for wide and detailed coveraes
dc.format.mimetypeapplication/pdfes
dc.language.isoenges
dc.publisherMDPIes
dc.rights.accessRightsinfo:eu-repo/semantics/openAccesses
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/*
dc.subject.classificationSmart visual sensoes
dc.subject.classificationSurveillancees
dc.subject.classificationIntelligent detectiones
dc.subject.classificationSecurityes
dc.titleAn intelligent surveillance platform for large metropolitan areas with dense sensor deploymentes
dc.typeinfo:eu-repo/semantics/articlees
dc.rights.holder© 2013 The Author(s)es
dc.identifier.doi10.3390/s130607414es
dc.relation.publisherversionhttps://www.mdpi.com/1424-8220/13/6/7414es
dc.identifier.publicationfirstpage7414es
dc.identifier.publicationissue6es
dc.identifier.publicationlastpage7442es
dc.identifier.publicationtitleSensorses
dc.identifier.publicationvolume13es
dc.peerreviewedSIes
dc.description.projectMinisterio de Industria, Turismo y Comercio and the Fondo de Desarrollo Regional (FEDER) and the Israeli Chief Scientist Research Grant 43660 inside the European Eureka Celtic project HuSIMS (TSI-020400-2010-102).es
dc.identifier.essn1424-8220es
dc.rightsAttribution 3.0 Unported*
dc.type.hasVersioninfo:eu-repo/semantics/publishedVersiones


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record