A framework for radial data comparison and its application to fingerprint analysis
| dc.contributor.author | Marco Detchart, Cedric | |
| dc.contributor.author | Cerrón González, Juan | |
| dc.contributor.author | Miguel Turullols, Laura de | |
| dc.contributor.author | López Molina, Carlos | |
| dc.contributor.author | Bustince Sola, Humberto | |
| dc.contributor.author | Galar Idoate, Mikel | |
| dc.contributor.department | Automatika eta Konputazioa | eu |
| dc.contributor.department | Institute of Smart Cities - ISC | en |
| dc.contributor.department | Automática y Computación | es_ES |
| dc.contributor.funder | Universidad Pública de Navarra / Nafarroako Unibertsitate Publikoa | es |
| dc.date.accessioned | 2016-07-20T11:22:13Z | |
| dc.date.available | 2018-09-01T23:00:11Z | |
| dc.date.issued | 2016 | |
| dc.description.abstract | This work tackles the comparison of radial data, and proposes comparison measures that are further applied to fingerprint analysis. First, we study the similarity of scalar and non-scalar radial data, elaborated on previous works in fuzzy set theory. This study leads to the concepts of restricted radial equivalence function and Radial Similarity Measure, which model the perceived similarity between scalar and vectorial pieces of radial data, respectively. Second, the utility of these functions is tested in the context of fingerprint analysis, and more specifically, in the singular point detection. With this aim, a novel Template-based Singular Point Detection method is proposed, which takes advantage of these functions. Finally, their suitability is tested in different fingerprint databases. Different Similarity Measures are considered to show the flexibility offered by these measures and the behaviour of the new method is compared with well-known singular point detection methods. | en |
| dc.description.sponsorship | The authors gratefully acknowledge the financial support of the Spanish Ministry of Science (project TIN2013- 40765-P), the Research Services of Universidad Pública de Navarra, as well as the financial support of the Research Foundation Flanders (FWO project 3G.0838.12.N). | en |
| dc.embargo.lift | 2018-09-01 | |
| dc.embargo.terms | 2018-09-01 | |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.doi | 10.1016/j.asoc.2016.05.003 | |
| dc.identifier.issn | 1568-4946 (Print) | |
| dc.identifier.issn | 1872-9681 (Electronic) | |
| dc.identifier.uri | https://academica-e.unavarra.es/handle/2454/21028 | |
| dc.language.iso | eng | en |
| dc.publisher | Elsevier | en |
| dc.relation.ispartof | Applied Soft Computing 46 (2016) 246–259 | en |
| dc.relation.projectID | info:eu-repo/grantAgreement/MINECO//TIN2013-40765-P/ES/ | |
| dc.relation.publisherversion | https://dx.doi.org/10.1016/j.asoc.2016.05.003 | |
| dc.rights | © 2016 Elsevier B.V. The manuscript version is made available under the CC BY-NC-ND 4.0 license | en |
| dc.rights.accessRights | info:eu-repo/semantics/openAccess | |
| dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | |
| dc.subject | Radial data | en |
| dc.subject | Restricted equivalence function | en |
| dc.subject | Similarity measure | en |
| dc.subject | Fingerprint singular point detection | en |
| dc.title | A framework for radial data comparison and its application to fingerprint analysis | en |
| dc.type | info:eu-repo/semantics/article | |
| dc.type.version | info:eu-repo/semantics/acceptedVersion | |
| dspace.entity.type | Publication | |
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