Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/57515
DC FieldValueLanguage
dc.contributor.authorHorstrand, Pabloen_US
dc.contributor.authorDíaz Martín, Maríaen_US
dc.contributor.authorGuerra Hernández, Raúl Celestinoen_US
dc.contributor.authorLópez Suárez, Sebastiánen_US
dc.contributor.authorLópez Feliciano, José Franciscoen_US
dc.date.accessioned2019-10-30T08:57:37Z-
dc.date.available2019-10-30T08:57:37Z-
dc.date.issued2019en_US
dc.identifier.issn1939-1404en_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/57515-
dc.description.abstractMost practical hyperspectral anomaly detection (AD) applications require real-time processing for detecting complex targets from their background. This is especially critical in defense and surveillance domains, but also in many other scenarios, in which a rapid response is mandatory to save human lives. Dealing with such a high dimensionality of data requires the conception of new algorithms to ease the demanding computing performance. Push-broom scanning represents the mainstream in hyperspectral imaging, introducing added complexity to the equation as there is no information of future pixels. In this paper, a novel technique named line-by-line anomaly detection (LbL-AD) algorithm, is presented as a way of performing real-time processing with a push-broom sensor. The sensor has been mounted on an unmanned aerial vehicle, and the acquired images, together with others from the scientific literature and synthetic ones, have been used to extensively validate the proposed algorithm in terms of accuracy, based on different metrics and processing time. Comparisons with state-of-the-art algorithms were accomplished in order to evaluate the goodness of the LbL-AD, giving as a result an outstanding performance.en_US
dc.languageengen_US
dc.relation.ispartofIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensingen_US
dc.sourceIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing [ISSN 1939-1404]en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherAnomaly detection (AD)en_US
dc.subject.otherHyperspectral imageryen_US
dc.subject.otherOnboard processingen_US
dc.subject.otherPush-broom sensoren_US
dc.subject.otherUnmanned aerial vehicle (UAV)en_US
dc.titleA novel hyperspectral anomaly detection algorithm for real-time applications with push-broom sensorsen_US
dc.typeinfo:eu-repo/semantics/articleen_US
dc.typeArticleen_US
dc.identifier.doi10.1109/JSTARS.2019.2919911en_US
dc.identifier.isi000515698700009-
dc.description.lastpage4797en_US
dc.identifier.issue12-
dc.description.firstpage4787en_US
dc.relation.volume12en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Artículoen_US
dc.contributor.daisngid31090775-
dc.contributor.daisngid30892884-
dc.contributor.daisngid2216671-
dc.contributor.daisngid465777-
dc.contributor.daisngid2138004-
dc.description.numberofpages11en_US
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Horstrand, P-
dc.contributor.wosstandardWOS:Diaz, M-
dc.contributor.wosstandardWOS:Guerra, R-
dc.contributor.wosstandardWOS:Lopez, S-
dc.contributor.wosstandardWOS:Lopez, JF-
dc.identifier.ulpgces
dc.description.sjr1,48
dc.description.jcr3,827
dc.description.sjrqQ1
dc.description.jcrqQ1
item.fulltextCon texto completo-
item.grantfulltextopen-
crisitem.author.deptIUMA Sistemas de Información y Comunicaciones-
crisitem.author.deptIU de Microelectrónica Aplicada-
crisitem.author.deptDepartamento de Ingeniería Electrónica y Automática-
crisitem.author.deptIUMA Sistemas de Información y Comunicaciones-
crisitem.author.deptIU de Microelectrónica Aplicada-
crisitem.author.deptDepartamento de Ingeniería Electrónica y Automática-
crisitem.author.orcid0000-0003-2670-8149-
crisitem.author.orcid0000-0002-4303-3051-
crisitem.author.orcid0000-0002-2360-6721-
crisitem.author.orcid0000-0002-6304-2801-
crisitem.author.parentorgIU de Microelectrónica Aplicada-
crisitem.author.parentorgIU de Microelectrónica Aplicada-
crisitem.author.fullNameDíaz Martín, María-
crisitem.author.fullNameGuerra Hernández, Raúl Celestino-
crisitem.author.fullNameLópez Suárez, Sebastián-
crisitem.author.fullNameLópez Feliciano, José Francisco-
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