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Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/46034
DC FieldValueLanguage
dc.contributor.authorBlaanco, Luis J.-
dc.contributor.authorTravieso, Carlos M.-
dc.contributor.authorQuinteiro, Jose M.-
dc.contributor.authorHernandez, Pablo V.-
dc.contributor.authorDutta, Malay Kishore-
dc.contributor.authorSingh, Anushikha-
dc.date.accessioned2018-11-23T00:48:28Z-
dc.date.available2018-11-23T00:48:28Z-
dc.date.issued2017-
dc.identifier.isbn9781509032518-
dc.identifier.issn2572-6110-
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/46034-
dc.description.abstractIn this paper, a bark recognition algorithm for plant classification is presented. A Least-Square Support Vector Machine (LSSVM) with image and data processing techniques is used to implement a general purpose automated classifier. Using a data base of 40 sections of photographs taken of each of the 23 species, we applied an algorithm to homogenize the illumination of the images. After applying it, we obtained a 256-elements array from the Local Binary Pattern (LBP) histogram. Each element of the array was introduced in the LSSVM for classification. The success rate of the resultant recognizer is 82.38%.-
dc.languageeng-
dc.relation.ispartof2016 Ninth International Conference On Contemporary Computing (Ic3)-
dc.source2016 9th International Conference on Contemporary Computing, IC3 2016 (7880233)-
dc.subject3307 Tecnología electrónica-
dc.subject.otherClassification algorithm-
dc.subject.otherSupport vector machines-
dc.subject.otherDiscrete wavelet transforms-
dc.subject.otherBiology computing-
dc.subject.otherPattern classification-
dc.titleA bark recognition algorithm for plant classification using a least square support vector machine-
dc.typeinfo:eu-repo/semantics/conferenceObject-
dc.typeConferenceObject-
dc.relation.conference9th International Conference on Contemporary Computing, IC3 2016-
dc.identifier.doi10.1109/IC3.2016.7880233-
dc.identifier.scopus85018519675-
dc.identifier.isi000405586300042-
dc.contributor.authorscopusid57194050505-
dc.contributor.authorscopusid6602376272-
dc.contributor.authorscopusid55548979800-
dc.contributor.authorscopusid7202207043-
dc.contributor.authorscopusid35291803600-
dc.contributor.authorscopusid55885045200-
dc.description.lastpage252-
dc.identifier.issue7880233-
dc.description.firstpage248-
dc.investigacionIngeniería y Arquitectura-
dc.type2Actas de congresos-
dc.contributor.daisngid17002077-
dc.contributor.daisngid265761-
dc.contributor.daisngid7207504-
dc.contributor.daisngid32211489-
dc.contributor.daisngid35026383-
dc.contributor.daisngid802071-
dc.description.numberofpages5-
dc.identifier.eisbn978-1-5090-3251-8-
dc.utils.revisionSí-
dc.contributor.wosstandardWOS:Blaanco, LJ-
dc.contributor.wosstandardWOS:Travieso, CM-
dc.contributor.wosstandardWOS:Quinteiro, JM-
dc.contributor.wosstandardWOS:Hernandez, PV-
dc.contributor.wosstandardWOS:Dutta, MK-
dc.contributor.wosstandardWOS:Singh, A-
dc.date.coverdateMarzo 2017-
dc.identifier.conferenceidevents121053-
dc.identifier.ulpgcSíes
item.grantfulltextnone-
item.fulltextSin texto completo-
crisitem.event.eventsstartdate11-08-2016-
crisitem.event.eventsenddate13-08-2016-
crisitem.author.deptGIR IDeTIC: 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.deptGIR IUMA: Sistemas de Información y Comunicaciones-
crisitem.author.deptIU de Microelectrónica Aplicada-
crisitem.author.deptDepartamento de Ingeniería Telemática-
crisitem.author.deptGIR IUMA: Sistemas de Información y Comunicaciones-
crisitem.author.deptIU de Microelectrónica Aplicada-
crisitem.author.deptDepartamento de Ingeniería Telemática-
crisitem.author.orcid0000-0002-4621-2768-
crisitem.author.orcid0000-0002-6525-1316-
crisitem.author.orcid0000-0002-0907-4765-
crisitem.author.parentorgIU para el Desarrollo Tecnológico y la Innovación-
crisitem.author.parentorgIU de Microelectrónica Aplicada-
crisitem.author.parentorgIU de Microelectrónica Aplicada-
crisitem.author.fullNameTravieso González, Carlos Manuel-
crisitem.author.fullNameQuinteiro González, José María-
crisitem.author.fullNameHernández Morera, Pablo Vicente-
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