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dc.creatorLópez Maestresalas, Ainaraes_ES
dc.creatorMiguel Turullols, Laura dees_ES
dc.creatorLópez Molina, Carloses_ES
dc.creatorArazuri Garín, Silviaes_ES
dc.creatorBustince Sola, Humbertoes_ES
dc.creatorJarén Ceballos, Carmenes_ES
dc.date.accessioned2020-01-07T12:20:40Z
dc.date.available2020-01-07T12:20:40Z
dc.date.issued2019
dc.identifier.issn1432-7643
dc.identifier.urihttps://hdl.handle.net/2454/35995
dc.description.abstractFuzzy set theory has developed a prolific armamentarium of mathematical tools for each of the topics that has fallen within its scope. One of such topics is data comparison, for which a range of operators has been presented in the past. These operators can be used within the fuzzy set theory, but can also be ported to other scenarios in which data are provided in various representations. In this work, we elaborate on notions for type-2 fuzzy sets, specifically for the comparison of type-2 fuzzy membership degrees, to create function comparison operators. We further apply these operators to hyperspectral imaging, in which pixelwise data are provided as functions over a certain energy spectra. The performance of the functional comparison operators is put to the test in the context of in-laboratory hyperspectral image segmentation.en
dc.description.sponsorshipThis work has been partially funded by the Ministry of Science of the Spanish Government (TIN2016-77356-P) and the Research Services of the Universidad Publica de Navarra.en
dc.format.extent22 p.
dc.format.mimetypeapplication/pdfen
dc.language.isoengen
dc.publisherSpringeren
dc.relation.ispartofSoft Computing, 23 (6), 1779-1793en
dc.rights© Springer-Verlag GmbH Germany, part of Springer Nature 2018en
dc.subjectHyperspectral imagingen
dc.subjectFunction-valued arithmeticsen
dc.subjectTheory of comparisonen
dc.subjectType-2 fuzzy seten
dc.titleHyperspectral imaging using notions from type-2 fuzzy setsen
dc.typeinfo:eu-repo/semantics/articleen
dc.typeArtículo / Artikuluaes
dc.contributor.departmentUniversidad Pública de Navarra. Departamento de Ingenieríaes_ES
dc.contributor.departmentNafarroako Unibertsitate Publikoa. Ingeniaritza Sailaeu
dc.contributor.departmentUniversidad Pública de Navarra. Departamento de Estadística, Informática y Matemáticases_ES
dc.contributor.departmentNafarroako Unibertsitate Publikoa. Estatistika, Informatika eta Matematika Sailaeu
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen
dc.rights.accessRightsAcceso abierto / Sarbide irekiaes
dc.identifier.doi10.1007/s00500-018-3208-8
dc.relation.projectIDinfo:eu-repo/grantAgreement/ES/1PE/TIN2016-77356-Pen
dc.relation.publisherversionhttps://doi.org/10.1007/s00500-018-3208-8
dc.type.versioninfo:eu-repo/semantics/acceptedVersionen
dc.type.versionVersión aceptada / Onetsi den bertsioaes
dc.contributor.funderUniversidad Pública de Navarra / Nafarroako Unibertsitate Publikoaes


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