Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images

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UDC.coleccionInvestigaciónes_ES
UDC.conferenceTitle16th International Conference on Computer Aided Systems Theory, EUROCAST 2017es_ES
UDC.departamentoCiencias da Computación e Tecnoloxías da Informaciónes_ES
UDC.endPage313es_ES
UDC.grupoInvGrupo de Visión Artificial e Recoñecemento de Patróns (VARPA)es_ES
UDC.journalTitleComputer Aided Systems Theory – EUROCAST 2017: 16th International Conference, Las Palmas de Gran Canaria, Spain, February 19-24, 2017, Revised Selected Papers, Part II ( Lecture Notes in Computer Science, LNCS)es_ES
UDC.startPage306es_ES
UDC.volume10672es_ES
dc.contributor.authorMoura, Joaquim de
dc.contributor.authorNovo Buján, Jorge
dc.contributor.authorOrtega Hortas, Marcos
dc.contributor.authorBarreira, Noelia
dc.contributor.authorPenedo, Manuel
dc.date.accessioned2024-06-14T12:12:57Z
dc.date.available2024-06-14T12:12:57Z
dc.date.issued2018-01
dc.descriptionThe conference was held in Las Palmas de Gran Canaria, Spain, February 19-24, 2017.es_ES
dc.description©2018 This version of the article has been accepted for publication, after peer review and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: https://doi.org/10.1007/978-3-319-74727-9_36es_ES
dc.description.abstract[Absctract]: This paper proposes an automated tool for the 3D visualization of the retinal arterio-venular tree using Optical Coherence Tomography (OCT) images. The methodology takes advantage of different image processing techniques that initially segments the vessel tree and estimates its corresponding calibers. Then, the depths for the entire vessel tree are also calculated. With all this information, the 3D reconstruction of the vessel tree is achieved, interpolating with B-splines all the segments, obtaining a smooth representation that facilitates its inspection. This model allows the visualization and manipulation of the 3D vessel tree by means of graphical affine transformations, including translation, scaling and rotation. Thus, the method offers a complete and comfortable visualization of the 3D real layout of the vasculature that permits to proceed with more reliable diagnostic processes involving the retinal microcirculation analysis.es_ES
dc.description.sponsorshipThis work is supported by the Instituto de Salud Carlos III, Government of Spain and FEDER funds of the European Union through the PI14/02161 and the DTS15/00153 research projects and by the Ministerio de Economía y Competitividad, Government of Spain through the DPI2015-69948-R research project. Also, this work has received financial support from the European Union (European Regional Development Fund - ERDF) and the Xunta de Galicia, Centro singular de investigación de Galicia accreditation 2016–2019, Ref. ED431G/01; and Grupos de Referencia Competitiva, Ref. ED431C 2016-047.es_ES
dc.description.sponsorshipXunta de Galicia; ED431G/01es_ES
dc.description.sponsorshipXunta de Galicia; ED431C 2016-047es_ES
dc.identifier.citationMoura, J. de, Novo, J., Ortega, M., Barreira, N., Penedo, M.G. (2018). Interactive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Images. In: Moreno-Díaz, R., Pichler, F., Quesada-Arencibia, A. (eds) Computer Aided Systems Theory – EUROCAST 2017. EUROCAST 2017. Lecture Notes in Computer Science, vol 10672, pp. 306-313. Springer, Cham. https://doi.org/10.1007/978-3-319-74727-9_36es_ES
dc.identifier.isbn978-3-319-74726-2
dc.identifier.isbn978-3-319-74727-9
dc.identifier.urihttp://hdl.handle.net/2183/36974
dc.language.isoenges_ES
dc.publisherSpringeres_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/PI14%2F02161/ES/DESARROLLO DE UN SISTEMA AUTOMÁTICO PARA EL CÁLCULO Y VISUALIZACIÓN DE PROPIEDADES ANATÓMICAS DE LA RETINA EN SD-OCT Y SU CORRELACIÓN CON ANÁLISIS FUNCIONALES HETEROGÉNEOS DE LA VISIÓNes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/DTS15%2F00153/ES/SIRIUS - SISTEMA DE ANÁLISIS DE MICROCIRCULACIÓN RETINIANA: EVALUACIÓN MULTIDISCIPLINAR E INTEGRACIÓN EN PROTOCOLOS CLÍNICOSes_ES
dc.relation.projectIDinfo:eu-repo/grantAgreement/MINECO/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/DPI2015-69948-R/ES/IDENTIFICACION Y CARACTERIZACION DEL EDEMA MACULAR DIABETICO MEDIANTE ANALISIS AUTOMATICO DE TOMOGRAFIAS DE COHERENCIA OPTICA Y TECNICAS DE APRENDIZAJE MAQUINAes_ES
dc.relation.urihttps://doi.org/10.1007/978-3-319-74727-9_36es_ES
dc.rights.accessRightsopen accesses_ES
dc.subjectComputer-aided diagnosises_ES
dc.subjectVascular structurees_ES
dc.subjectRetinal imaginges_ES
dc.subjectOptical Coherence Tomographyes_ES
dc.titleInteractive Three-Dimensional Visualization System of the Vascular Structure in OCT Retinal Imageses_ES
dc.typeconference outputes_ES
dspace.entity.typePublication
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