Distance transformations based on ordered weighted averaging operators

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dc.contributor.authorLópez Molina, Carlos
dc.contributor.authorMiguel Turullols, Laura de
dc.contributor.authorIglesias Rey, Sara
dc.contributor.authorBustince Sola, Humberto
dc.contributor.authorBaets, Bernard de
dc.contributor.departmentEstadística, Informática y Matemáticases_ES
dc.contributor.departmentEstatistika, Informatika eta Matematikaeu
dc.date.accessioned2022-09-21T10:38:34Z
dc.date.available2022-09-21T10:38:34Z
dc.date.issued2021
dc.date.updated2022-09-21T10:33:12Z
dc.description.abstractBinary image comparison has been a study subject for a long time, often rendering in context-specific solutions that depend upon the type of visual contents in the binary images. Distance transformations have been a recurrent tool in many of such solutions. The literature contains works on the generation and definition of distance transformations, but also on how to make a sensible use of their results. In this work, we attempt to solve one of the most critical problems in the application of distance transformations to real problems: their oversensitivity to certain spurious pixels which, even if having a minimal visual impact in the binary images to be compared, may have a severe impact on their distance transforms. With this aim, we combine distance transformations with Ordered Weighted Averaging (OWA) operators, a well-known information fusion tool from Fuzzy Set Theory.en
dc.description.sponsorshipThe authors gratefully acknowledge the financial support of the Spanish Research Agency, project PID2019-108392GB-I00 (AEI/10.13039/501100011033), as well as that by Navarra de Servicios y Tecnologías (Nasertic).en
dc.format.mimetypeapplication/pdfen
dc.identifier.citationLopez-Molina, C.; De-Miguel, L.; Iglesias-Rey, S.; Bustince, H.; De-Baets, B. (2021). Distance transformations based on ordered weighted averaging operators. University of Hawaii Press, p. 2115-2124en
dc.identifier.urihttps://academica-e.unavarra.es/handle/2454/44086
dc.language.isoengen
dc.publisherUniversity of Hawaii Pressen
dc.relation.ispartofBui, T. X. (Ed.): Proceedings of the Hawaii International Conference on System Sciences, HICSS 2021. University of Hawaii Press, 2021, 2115 - 2124,en
dc.relation.projectIDinfo:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-108392GB-I00/ES/
dc.rightsCreative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)en
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectBinary image comparisonen
dc.subjectBoundary image comparisonen
dc.subjectDistance transformationsen
dc.subjectOWA operatoren
dc.titleDistance transformations based on ordered weighted averaging operatorsen
dc.typeinfo:eu-repo/semantics/conferenceObject
dc.type.versioninfo:eu-repo/semantics/publishedVersion
dspace.entity.typePublication
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