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Please use this identifier to cite or link to this item: http://hdl.handle.net/10553/15753
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dc.contributor.authorLorenzo Navarro, José Javieren_US
dc.contributor.authorCastrillón-Santana, Modestoen_US
dc.contributor.authorRamón Balmaseda, Enrique Joséen_US
dc.contributor.authorFreire, Daviden_US
dc.date.accessioned2016-02-15T11:53:25Z-
dc.date.accessioned2018-06-15T09:22:16Z-
dc.date.available2016-02-15T11:53:25Z-
dc.date.available2018-06-15T09:22:16Z-
dc.date.issued2014en_US
dc.identifier.isbn978-3-319-12810-8en_US
dc.identifier.issn0302-9743en_US
dc.identifier.otherWoS-
dc.identifier.urihttp://hdl.handle.net/10553/15753-
dc.description.abstractIn this work an experimental study about the capability of the LBP, HOG descriptors and color for clothing attribute classification is presented. Two different variants of the LBP descriptor are considered, the original LBP and the uniform LBP. Two classifiers, Linear SVM and Random Forest, have been included in the comparison because they have been frequently used in clothing attributes classification. The experiments are carried out with a public available dataset, the clothing attribute dataset, that has 26 attributes in total. The obtained accuracies are over 75% in most cases, reaching 80% for the necktie or sleeve length attributes.en_US
dc.languageengen_US
dc.publisherSpringeren_US
dc.relation.ispartofLecture Notes in Computer Scienceen_US
dc.sourceVideo Analytics for Audience Measurement. VAAM 2014. Lecture Notes in Computer Science, v. 8811 LNCS, p. 53-65 (2014)en_US
dc.subject120304 Inteligencia artificialen_US
dc.subject.otherLBPen_US
dc.subject.otherHOGen_US
dc.subject.otherClothing descriptionen_US
dc.titleEvaluation of LBP and HOG descriptors for clothing attribute descriptionen_US
dc.typeinfo:eu-repo/semantics/bookParten_US
dc.typeBook parten_US
dc.relation.conference1st International Workshop on Video Analytics for Audience Measurement (VAAM 2014)en_US
dc.identifier.doi10.1007/978-3-319-12811-5_4en_US
dc.identifier.scopus84921743382-
dc.identifier.isi000354934200004-
dc.contributor.authorscopusid15042453800-
dc.contributor.authorscopusid22333278500-
dc.contributor.authorscopusid56494744200-
dc.contributor.authorscopusid35078304000-
dc.identifier.eissn1611-3349-
dc.description.lastpage65en_US
dc.description.firstpage53en_US
dc.relation.volume8811 LNCSen_US
dc.investigacionIngeniería y Arquitecturaen_US
dc.rights.accessrightsinfo:eu-repo/semantics/openAccess-
dc.type2Capítulo de libroen_US
dc.contributor.daisngid2489695-
dc.contributor.daisngid32145428-
dc.contributor.daisngid5871035-
dc.contributor.daisngid5069358-
dc.description.numberofpages13en_US
dc.identifier.eisbn978-3-319-12811-5-
dc.utils.revisionSíen_US
dc.contributor.wosstandardWOS:Lorenzo-Navarro, J-
dc.contributor.wosstandardWOS:Castrillon, M-
dc.contributor.wosstandardWOS:Ramon, E-
dc.contributor.wosstandardWOS:Freire, D-
dc.date.coverdateEnero 2014en_US
dc.identifier.ulpgcSíen_US
dc.description.sjr0,325
dc.description.sjrqQ3
dc.description.spiqQ1
item.grantfulltextopen-
item.fulltextCon texto completo-
crisitem.event.eventsstartdate24-08-2014-
crisitem.author.deptGIR SIANI: Inteligencia Artificial, Robótica y Oceanografía Computacional-
crisitem.author.deptIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR SIANI: Inteligencia Artificial, Robótica y Oceanografía Computacional-
crisitem.author.deptIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.deptGIR SIANI: Inteligencia Artificial, Robótica y Oceanografía Computacional-
crisitem.author.deptIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.deptDepartamento de Informática y Sistemas-
crisitem.author.orcid0000-0002-2834-2067-
crisitem.author.orcid0000-0002-8673-2725-
crisitem.author.orcid0000-0002-2768-1729-
crisitem.author.orcid0000-0003-2378-4277-
crisitem.author.parentorgIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.parentorgIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.parentorgIU Sistemas Inteligentes y Aplicaciones Numéricas-
crisitem.author.fullNameLorenzo Navarro, José Javier-
crisitem.author.fullNameCastrillón Santana, Modesto Fernando-
crisitem.author.fullNameDe Ramón Balmaseda, Enrique José-
crisitem.author.fullNameFreire Obregón, David Sebastián-
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