Distance transformations based on ordered weighted averaging operators
dc.contributor.author | López Molina, Carlos | |
dc.contributor.author | Miguel Turullols, Laura de | |
dc.contributor.author | Iglesias Rey, Sara | |
dc.contributor.author | Bustince Sola, Humberto | |
dc.contributor.author | Baets, Bernard de | |
dc.contributor.department | Estadística, Informática y Matemáticas | es_ES |
dc.contributor.department | Estatistika, Informatika eta Matematika | eu |
dc.date.accessioned | 2022-09-21T10:38:34Z | |
dc.date.available | 2022-09-21T10:38:34Z | |
dc.date.issued | 2021 | |
dc.date.updated | 2022-09-21T10:33:12Z | |
dc.description.abstract | Binary 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.sponsorship | The 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.mimetype | application/pdf | en |
dc.identifier.citation | Lopez-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. 2115-2124 | en |
dc.identifier.uri | https://academica-e.unavarra.es/handle/2454/44086 | |
dc.language.iso | eng | en |
dc.publisher | University of Hawaii Press | en |
dc.relation.ispartof | Bui, T. X. (Ed.): Proceedings of the Hawaii International Conference on System Sciences, HICSS 2021. University of Hawaii Press, 2021, 2115 - 2124, | en |
dc.relation.projectID | info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2019-108392GB-I00/ES/ | |
dc.rights | Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) | en |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | |
dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
dc.subject | Binary image comparison | en |
dc.subject | Boundary image comparison | en |
dc.subject | Distance transformations | en |
dc.subject | OWA operator | en |
dc.title | Distance transformations based on ordered weighted averaging operators | en |
dc.type | info:eu-repo/semantics/conferenceObject | |
dc.type.version | info:eu-repo/semantics/publishedVersion | |
dspace.entity.type | Publication | |
relation.isAuthorOfPublication | b1df82f9-2ce4-488f-afe0-98e7f27ece58 | |
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relation.isAuthorOfPublication | 1bdd7a0e-704f-48e5-8d27-4486444f82c9 | |
relation.isAuthorOfPublication.latestForDiscovery | b1df82f9-2ce4-488f-afe0-98e7f27ece58 |
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