Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/45743
DC FieldValueLanguage
dc.contributor.authorSantana-Cedrés, Danielen_US
dc.contributor.authorGomez, Luisen_US
dc.contributor.authorAlemán-Flores, Miguelen_US
dc.contributor.authorSalgado, Agustínen_US
dc.contributor.authorEsclarín, Julioen_US
dc.contributor.authorMazorra, Luisen_US
dc.contributor.authorAlvarez, Luisen_US
dc.contributor.otherSalgado, Agustin-
dc.contributor.otherAleman-Flores, Miguel-
dc.contributor.otherAlvarez, Luis-
dc.contributor.otherMazorra, Luis-
dc.contributor.otherSantana-Cedres, Daniel-
dc.date.accessioned2018-11-22T12:15:22Z-
dc.date.available2018-11-22T12:15:22Z-
dc.date.issued2015en_US
dc.identifier.issn1936-4954en_US
dc.identifier.urihttp://hdl.handle.net/10553/45743-
dc.description.abstractIn this paper, we study lens distortion for still images considering two well-known distortion models: the two-parameter polynomial model and the two-parameter division model. We study the invertibility of these models, and we mathematically characterize the conditions for the distortion parameters under which the distortion model defines a one-to-one transformation. This ensures that the inverse transformation is well defined and the distortion-free image can be properly computed, which provides robustness to the distortion models. A new automatic method to correct the radial distortion is proposed, and a comparative analysis for this method is extensively performed using the polynomial and the division models. With the aim of obtaining an accurate estimation of the model, we propose an optimization scheme which iteratively improves the parameters to achieve a better matching between the distorted lines and the edge points. The proposed method estimates two-parameter radial distortion models by detecting the longest distorted lines within the image. This is done by applying the Hough transform extended with a radial distortion parameter. Next, a two-parameter model is estimated using an iterative nonlinear optimization scheme. This scheme aims at minimizing the distance from the edge points to their associated lines by adjusting the two distortion parameters as well as the coordinates of the center of distortion. We present some experiments on real images with significant distortion to show the ability of the proposed approach to correct the radial distortion. A visual and quantitative comparison between both automatic two-parameter model estimations indicates that the division model is more efficient for those images showing strong distortion.en_US
dc.languageengen_US
dc.relation.ispartofSIAM Journal on Imaging Sciencesen_US
dc.sourceSIAM Journal on Imaging Sciences [ISSN 1936-4954], v. 8 (3), p. 1574-1606en_US
dc.subject220990 Tratamiento digital. Imágenesen_US
dc.subject120601 Construcción de algoritmosen_US
dc.subject120602 Ecuaciones diferencialesen_US
dc.subject120326 Simulaciónen_US
dc.subject.otherCalibrationen_US
dc.titleInvertibility and estimation of two-parameter polynomial and division lens distortion modelsen_US
dc.typeinfo:eu-repo/semantics/Articleen_US
dc.typeArticleen_US
dc.identifier.doi10.1137/151006044en_US
dc.identifier.scopus84943529194-
dc.identifier.isi000362417500008-
dcterms.isPartOfSiam Journal On Imaging Sciences-
dcterms.sourceSiam Journal On Imaging Sciences[ISSN 1936-4954],v. 8 (3), p. 1574-1606-
dc.contributor.authorscopusid54974008500-
dc.contributor.authorscopusid56789548300-
dc.contributor.authorscopusid55892084700-
dc.contributor.authorscopusid56268272100-
dc.contributor.authorscopusid7801474073-
dc.contributor.authorscopusid6506386746-
dc.contributor.authorscopusid55640159000-
dc.description.lastpage1606en_US
dc.description.firstpage1574en_US
dc.relation.volume8en_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Artículoen_US
dc.identifier.wosWOS:000362417500008-
dc.contributor.daisngid4021657-
dc.contributor.daisngid746480-
dc.contributor.daisngid783648-
dc.contributor.daisngid1833913-
dc.contributor.daisngid1889991-
dc.contributor.daisngid3898650-
dc.contributor.daisngid1700003-
dc.contributor.daisngid478566-
dc.identifier.investigatorRIDL-6874-2017-
dc.identifier.investigatorRIDK-6659-2014-
dc.identifier.investigatorRIDA-9190-2009-
dc.identifier.investigatorRIDNo ID-
dc.identifier.investigatorRIDNo ID-
dc.identifier.externalWOS:000362417500008-
dc.identifier.externalWOS:000362417500008-
dc.utils.revisionen_US
dc.contributor.wosstandardWOS:Santana-Cedres, D-
dc.contributor.wosstandardWOS:Gomez, L-
dc.contributor.wosstandardWOS:Aleman-Flores, M-
dc.contributor.wosstandardWOS:Salgado, A-
dc.contributor.wosstandardWOS:Esclarin, J-
dc.contributor.wosstandardWOS:Mazorra, L-
dc.contributor.wosstandardWOS:Alvarez, L-
dc.date.coverdateJulio 2015en_US
dc.identifier.ulpgces
dc.description.sjr1,812
dc.description.jcr2,687
dc.description.sjrqQ1
dc.description.jcrqQ1
dc.description.scieSCIE
item.fulltextCon texto completo-
item.grantfulltextopen-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Ingeniería Electrónica y Automática-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptGIR IUCES: Centro de Tecnologías de la Imagen-
crisitem.author.deptIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.deptGIR Modelos Matemáticos-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.orcid0000-0003-2032-5649-
crisitem.author.orcid0000-0003-0667-2302-
crisitem.author.orcid0000-0002-9258-0086-
crisitem.author.orcid0000-0002-9258-0086-
crisitem.author.orcid0000-0003-1339-8700-
crisitem.author.orcid0000-0003-1339-8700-
crisitem.author.orcid0000-0002-6953-9587-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgIU de Cibernética, Empresa y Sociedad (IUCES)-
crisitem.author.parentorgDepartamento de Informática y Sistemas-
crisitem.author.fullNameSantana Cedrés, Daniel Elías-
crisitem.author.fullNameGómez Déniz, Luis-
crisitem.author.fullNameAlemán Flores, Miguel-
crisitem.author.fullNameAlemán Flores, Miguel-
crisitem.author.fullNameEsclarín Monreal,Julio-
crisitem.author.fullNameEsclarín Monreal,Julio-
crisitem.author.fullNameÁlvarez León, Luis Miguel-
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