Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/52391
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Rodríguez Garrido, A. J. | en_US |
| dc.contributor.author | Quesada-Arencibia, A. | en_US |
| dc.contributor.author | Rodríguez-Rodríguez, J. C. | en_US |
| dc.contributor.author | García, C. R. | en_US |
| dc.contributor.author | Moreno Díaz, Roberto Jr. | en_US |
| dc.date.accessioned | 2018-11-25T19:56:40Z | - |
| dc.date.available | 2018-11-25T19:56:40Z | - |
| dc.date.issued | 2018 | en_US |
| dc.identifier.isbn | 978-3-319-74717-0 | en_US |
| dc.identifier.issn | 0302-9743 | en_US |
| dc.identifier.uri | http://hdl.handle.net/10553/52391 | - |
| dc.description.abstract | A prototype tool for the detection, segmentation, classification and counting of Lego pieces based on the OpenCV artificial vision library is presented. This prototype arises before the need to automate the complex and tedious task of the inventoried one of Lego kits of the MindStorm serie. In the process of detection and segmentation there have been used skills of threshold and the algorithm of Watershed segmentation. For the process of classification and count have been used two different approaches in the securing of the vector of characteristics of the image: BOW and Naive; as well as vector machines support (SVM) for the classification. | en_US |
| dc.language | eng | en_US |
| dc.publisher | Springer | en_US |
| dc.relation.ispartof | Lecture Notes in Computer Science | en_US |
| dc.source | Computer Aided Systems Theory – EUROCAST 2017. EUROCAST 2017. Lecture Notes in Computer Science, v. 10671 LNCS, p. 142-149 | en_US |
| dc.subject | 1203 Ciencia de los ordenadores | en_US |
| dc.subject.other | Automation | en_US |
| dc.subject.other | OpenCV | en_US |
| dc.subject.other | Lego | en_US |
| dc.subject.other | Prosecution of images | en_US |
| dc.subject.other | Segmentation | en_US |
| dc.subject.other | Extraction of characteristics | en_US |
| dc.subject.other | Classification | en_US |
| dc.title | Automatic inventory of multi-part kits using computer vision | en_US |
| dc.type | info:eu-repo/semantics/bookPart | en_US |
| dc.type | Book part | en_US |
| dc.relation.conference | 16th International Conference on Computer Aided Systems Theory, (EUROCAST 2017) | en_US |
| dc.identifier.doi | 10.1007/978-3-319-74718-7_17 | en_US |
| dc.identifier.scopus | 85041817247 | - |
| dc.contributor.authorscopusid | 6505644837 | - |
| dc.contributor.authorscopusid | 13006053800 | - |
| dc.contributor.authorscopusid | 8925188600 | - |
| dc.contributor.authorscopusid | 7401486323 | - |
| dc.contributor.authorscopusid | 24543463600 | - |
| dc.description.lastpage | 149 | en_US |
| dc.description.firstpage | 142 | en_US |
| dc.relation.volume | 10671 | en_US |
| dc.investigacion | Ingeniería y Arquitectura | en_US |
| dc.type2 | Capítulo de libro | en_US |
| dc.identifier.eisbn | 978-3-319-74718-7 | - |
| dc.utils.revision | Sí | en_US |
| dc.date.coverdate | Enero 2018 | en_US |
| dc.identifier.supplement | 0302-9743 | - |
| dc.identifier.conferenceid | events121625 | - |
| dc.identifier.ulpgc | Sí | en_US |
| dc.contributor.buulpgc | BU-INF | en_US |
| dc.description.sjr | 0,283 | |
| dc.description.sjrq | Q2 | |
| dc.description.spiq | Q1 | |
| item.grantfulltext | open | - |
| item.fulltext | Con texto completo | - |
| crisitem.event.eventsstartdate | 19-02-2017 | - |
| crisitem.event.eventsenddate | 24-02-2017 | - |
| crisitem.author.dept | GIR IUCES: Computación inteligente, percepción y big data | - |
| crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.dept | Departamento de Informática y Sistemas | - |
| crisitem.author.dept | GIR IUCES: Computación inteligente, percepción y big data | - |
| crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.dept | Departamento de Informática y Sistemas | - |
| crisitem.author.dept | GIR IUCES: Computación inteligente, percepción y big data | - |
| crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.dept | Departamento de Informática y Sistemas | - |
| crisitem.author.dept | GIR IUCES: Computación inteligente, percepción y big data | - |
| crisitem.author.dept | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.orcid | 0000-0002-8313-5124 | - |
| crisitem.author.orcid | 0000-0003-2186-3094 | - |
| crisitem.author.orcid | 0000-0003-1433-3730 | - |
| crisitem.author.orcid | 0000-0002-5314-6033 | - |
| crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.parentorg | IU de Cibernética, Empresa y Sociedad (IUCES) | - |
| crisitem.author.fullName | Quesada Arencibia, Francisco Alexis | - |
| crisitem.author.fullName | Rodríguez Rodríguez, José Carlos | - |
| crisitem.author.fullName | García Rodríguez, Carmelo Rubén | - |
| crisitem.author.fullName | Moreno Díaz, Roberto | - |
| Appears in Collections: | Capítulo de libro | |
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