Context-based multi-level information fusion for harbor surveillance

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dc.contributor.author Gómez Romero, Juan
dc.contributor.author Serrano, Miguel A.
dc.contributor.author García, Jesús
dc.contributor.author Molina, José M.
dc.contributor.author Rogova, Galina
dc.date.accessioned 2015-06-26T09:59:54Z
dc.date.available 2017-01-01T23:00:06Z
dc.date.issued 2015-01
dc.identifier.bibliographicCitation Information Fusion (2015). 21, 173-186.
dc.identifier.issn 1566-2535
dc.identifier.uri http://hdl.handle.net/10016/21203
dc.description.abstract Harbor surveillance is a critical and challenging part of maritime security procedures. Building a surveillance picture to support decision makers in detection of potential threats requires the integration of data and information coming from heterogeneous sources. Context plays a key role in achieving this task by providing expectations, constraints and additional information for inference about the items of interest. This paper proposes a fusion system for context-based situation and threat assessment with application to harbor surveillance. The architecture of the system is organized in two levels. The lowest level uses an ontological model to formally represent input data and to classify harbor objects and basic situations by deductive reasoning according to the harbor regulations. The higher level applies Belief-based Argumentation to evaluate the threat posed by suspicious vessels. The functioning of the system is illustrated with several examples that reproduce common harbor scenarios. (C) 2014 Elsevier B.V. All rights reserved.
dc.description.sponsorship This work was supported in part by Projects MINECO TEC2012-37832-C02-01, CICYT TEC2011-28626-C02-02, CAM CONTEXTS (S2009/TIC-1485) and Mobility Grants Program of Fundación Caja Madrid.
dc.format.extent 14
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Elsevier
dc.rights © 2015 Elsevier B.V.
dc.rights Atribución-NoComercial-SinDerivadas 3.0 España
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/es/
dc.subject.other Context
dc.subject.other Higher-level fusion
dc.subject.other Ontologies
dc.subject.other Belief argumentation system
dc.subject.other Maritime surveillance
dc.title Context-based multi-level information fusion for harbor surveillance
dc.type article
dc.description.status Publicado
dc.relation.publisherversion http://dx.doi.org/10.1016/j.inffus.2014.01.011
dc.subject.eciencia Informática
dc.identifier.doi 10.1016/j.inffus.2014.01.011
dc.rights.accessRights openAccess
dc.relation.projectID Gobierno de España. TEC2011-28626-C02-02
dc.relation.projectID Gobierno de España. TEC2012-37832-C02-01
dc.relation.projectID Comunidad de Madrid. S2009/TIC-1485/CONTEXTS
dc.type.version acceptedVersion
dc.identifier.publicationfirstpage 173
dc.identifier.publicationlastpage 186
dc.identifier.publicationtitle Information fusion
dc.identifier.publicationvolume 21
dc.identifier.uxxi AR/0000015793
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