Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/44081
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dc.contributor.authorSolé-Casals, Jordien_US
dc.contributor.authorTravieso, Carlos M.en_US
dc.contributor.authorAlonso, Jesús B.en_US
dc.contributor.authorFerrer, Miguel A.en_US
dc.contributor.otherAlonso-Hernandez, Jesus B.-
dc.contributor.otherSole-Casals, Jordi-
dc.contributor.otherFerrer, Miguel A-
dc.contributor.otherTravieso-Gonzalez, Carlos M.-
dc.date.accessioned2018-11-21T20:05:09Z-
dc.date.available2018-11-21T20:05:09Z-
dc.date.issued2009en_US
dc.identifier.isbn9783540858607en_US
dc.identifier.issn1615-3871en_US
dc.identifier.urihttp://hdl.handle.net/10553/44081-
dc.description.abstractIn this work we present a simulation of a recognition process with perimeter characterization of a simple plant leaves as a unique discriminating parameter. Data coding allowing for independence of leaves size and orientation may penalize performance recognition for some varieties. Border description sequences are then used, and Principal Component Analysis (PCA) is applied in order to study which is the best number of components for the classification task, implemented by means of a Support Vector Machine (SVM) System. Obtained results are satisfactory, and compared with [4] our system improves the recognition success, diminishing the variance at the same time.en_US
dc.languagespaen_US
dc.publisher1615-3871en_US
dc.relation.ispartofAdvances in Soft Computingen_US
dc.sourceAdvances in Soft Computing[ISSN 1615-3871],v. 49, p. 243-251en_US
dc.subject3307 Tecnología electrónicaen_US
dc.subject.otherPrincipal Component Analysis Pattern Recognition Leaves Recognition Parameterization Characteristics selectionen_US
dc.titleImproving a leaves automatic recognition process using PCAen_US
dc.typeinfo:eu-repo/semantics/conferenceObjectes
dc.typeConferenceObjectes
dc.relation.conference2nd International Workshop on Practical Applications of Computational Biology and Bioinformatics (IWPACBB 08)
dc.identifier.doi10.1007/978-3-540-85861-4_29
dc.identifier.scopus58149131686-
dc.identifier.isi000262505800029-
dcterms.isPartOf2Nd International Workshop On Practical Applications Of Computational Biology And Bioinformatics (Iwpacbb 2008)-
dcterms.source2Nd International Workshop On Practical Applications Of Computational Biology And Bioinformatics (Iwpacbb 2008)[ISSN 1615-3871],v. 49, p. 243-+-
dc.contributor.authorscopusid14018739300-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid24774957200-
dc.contributor.authorscopusid55636321172-
dc.description.lastpage251-
dc.description.firstpage243-
dc.relation.volume49-
dc.investigacionIngeniería y Arquitecturaen_US
dc.type2Actas de congresosen_US
dc.identifier.wosWOS:000262505800029-
dc.contributor.daisngid642260-
dc.contributor.daisngid265761-
dc.contributor.daisngid418703-
dc.contributor.daisngid233119-
dc.identifier.investigatorRIDN-5977-2014-
dc.identifier.investigatorRIDB-7754-2008-
dc.identifier.investigatorRIDL-3863-2013-
dc.identifier.investigatorRIDNo ID-
dc.identifier.externalWOS:000262505800029-
dc.contributor.wosstandardWOS:Sole-Casals, J
dc.contributor.wosstandardWOS:Travieso, CM
dc.contributor.wosstandardWOS:Alonso, JB
dc.contributor.wosstandardWOS:Ferrer, MA
dc.date.coverdateEnero 2009
dc.identifier.conferenceidevents120652
dc.identifier.ulpgces
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.author.deptIDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptIDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.deptIDeTIC: División de Procesado Digital de Señales-
crisitem.author.deptIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.deptDepartamento de Señales y Comunicaciones-
crisitem.author.orcid0000-0002-4621-2768-
crisitem.author.orcid0000-0002-7866-585X-
crisitem.author.orcid0000-0002-2924-1225-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.fullNameTravieso González, Carlos Manuel-
crisitem.author.fullNameAlonso Hernández, Jesús Bernardino-
crisitem.author.fullNameFerrer Ballester, Miguel Ángel-
crisitem.event.eventsstartdate22-10-2008-
crisitem.event.eventsenddate24-10-2008-
Appears in Collections:Actas de congresos
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