Identificador persistente para citar o vincular este elemento:
http://hdl.handle.net/10553/44092
| Campo DC | Valor | idioma |
|---|---|---|
| dc.contributor.author | Travieso, Carlos M. | en_US |
| dc.contributor.author | Briceño, Juan C. | en_US |
| dc.contributor.author | Ferrer, Miguel A. | en_US |
| dc.contributor.author | Alonso, Jesús B. | en_US |
| dc.contributor.other | Alonso-Hernandez, Jesus B. | - |
| dc.contributor.other | Ferrer, Miguel A | - |
| dc.contributor.other | Travieso-Gonzalez, Carlos M. | - |
| dc.date.accessioned | 2018-11-21T20:10:01Z | - |
| dc.date.available | 2018-11-21T20:10:01Z | - |
| dc.date.issued | 2007 | en_US |
| dc.identifier.isbn | 9783540758662 | en_US |
| dc.identifier.issn | 0302-9743 | en_US |
| dc.identifier.uri | http://hdl.handle.net/10553/44092 | - |
| dc.description.abstract | This paper proposes to use the Fisher kernel for planar shape recognition. A synthetic experiment with artificial shapes has been built. The difference among shapes is the number of vertexes, links between vertexes, size and rotation. The 2D-shapes are parameterized with sweeping angles in order to obtain scale and rotation invariance. A Hidden Markov Model is used to obtain the Fisher score which feeds the Support Vector Machine based classifier. Noise has been added to the shapes in order to check the robustness of the system against noise. Hit ratio score over 99%, has been obtained, which shows the ability of the Fisher kernel tool for planar shape recognition. | |
| dc.language | spa | en_US |
| dc.publisher | 0302-9743 | en_US |
| dc.relation.ispartof | Lecture Notes in Computer Science | en_US |
| dc.source | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)[ISSN 0302-9743],v. 4739 LNCS, p. 740-746 | en_US |
| dc.subject | 3307 Tecnología electrónica | en_US |
| dc.subject.other | Support Vector Machines (SVM), 2D-shape, Fisher Kernel, 2D-shape recognition, Hidden Markov Models (HMM) | en_US |
| dc.title | Using Fisher kernel on 2D-shape identification | en_US |
| dc.type | info:eu-repo/semantics/conferenceObject | es |
| dc.type | ConferenceObject | es |
| dc.relation.conference | 11th International Conference on Computer Aided Systems Theory | |
| dc.identifier.scopus | 38449093604 | - |
| dc.identifier.isi | 000251543000093 | - |
| dcterms.isPartOf | Computer Aided Systems Theory- Eurocast 2007 | - |
| dcterms.source | Computer Aided Systems Theory- Eurocast 2007[ISSN 0302-9743],v. 4739, p. 740-+ | - |
| dc.contributor.authorscopusid | 6602376272 | - |
| dc.contributor.authorscopusid | 57197530947 | - |
| dc.contributor.authorscopusid | 55636321172 | - |
| dc.contributor.authorscopusid | 24774957200 | - |
| dc.description.lastpage | 746 | - |
| dc.description.firstpage | 740 | - |
| dc.relation.volume | 4739 LNCS | - |
| dc.investigacion | Ingeniería y Arquitectura | en_US |
| dc.type2 | Actas de congresos | en_US |
| dc.identifier.wos | WOS:000251543000093 | - |
| dc.contributor.daisngid | 265761 | - |
| dc.contributor.daisngid | 4476234 | |
| dc.contributor.daisngid | 929298 | - |
| dc.contributor.daisngid | 233119 | - |
| dc.contributor.daisngid | 418703 | - |
| dc.identifier.investigatorRID | N-5977-2014 | - |
| dc.identifier.investigatorRID | L-3863-2013 | - |
| dc.identifier.investigatorRID | No ID | - |
| dc.identifier.external | WOS:000251543000093 | - |
| dc.contributor.wosstandard | WOS:Travieso, CM | |
| dc.contributor.wosstandard | WOS:Briceno, JC | |
| dc.contributor.wosstandard | WOS:Ferrer, MA | |
| dc.contributor.wosstandard | WOS:Alonso, JB | |
| dc.date.coverdate | 2007 | |
| dc.identifier.conferenceid | events120588 | |
| dc.identifier.ulpgc | Sí | es |
| item.grantfulltext | none | - |
| item.fulltext | Sin texto completo | - |
| crisitem.event.eventsstartdate | 12-02-2007 | - |
| crisitem.event.eventsenddate | 16-02-2007 | - |
| crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
| crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
| crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
| crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
| crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
| crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
| crisitem.author.dept | GIR IDeTIC: División de Procesado Digital de Señales | - |
| crisitem.author.dept | IU para el Desarrollo Tecnológico y la Innovación | - |
| crisitem.author.dept | Departamento de Señales y Comunicaciones | - |
| crisitem.author.orcid | 0000-0002-4621-2768 | - |
| crisitem.author.orcid | 0000-0002-2924-1225 | - |
| crisitem.author.orcid | 0000-0002-7866-585X | - |
| crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
| crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
| crisitem.author.parentorg | IU para el Desarrollo Tecnológico y la Innovación | - |
| crisitem.author.fullName | Travieso González, Carlos Manuel | - |
| crisitem.author.fullName | Ferrer Ballester, Miguel Ángel | - |
| crisitem.author.fullName | Alonso Hernández, Jesús Bernardino | - |
| Colección: | Actas de congresos | |
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