Automatic traffic signs and panels inspection system using computer vision
Computer vision techniques applied to systems used on road maintenance, which are related either to traffic signs or to the road itself, are playing a major role in many countries because of the higher investment on public works of this kind. These systems are able to collect a wide range of informa...
| Autores: | , , , , , , , , , , |
|---|---|
| Tipo de recurso: | artículo |
| Fecha de publicación: | 2011 |
| País: | España |
| Institución: | Universidad de Alcalá (UAH) |
| Repositorio: | e_Buah Biblioteca Digital Universidad de Alcalá |
| Idioma: | inglés |
| OAI Identifier: | oai:ebuah.uah.es:10017/43347 |
| Acceso en línea: | http://hdl.handle.net/10017/43347 https://dx.doi.org/10.1109/TITS.2010.2098029 |
| Access Level: | acceso abierto |
| Palabra clave: | Computer vision Dynamic inspection Retro-reflection Traffic signs detection Traffic signs recognition Electrónica Electronics |
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Automatic traffic signs and panels inspection system using computer visionGonzález Arroyo, ÁlvaroGarcía Garrido, Miguel ÁngelFernández Llorca, David|||0000-0003-2433-7110Gavilán Velasco, MiguelFernández Rodríguez, José PabloFernández Alcantarilla, PabloParra Alonso, Ignacio|||0000-0002-3889-018XHerranz Cabrilla, FernandoBergasa Pascual, Luis Miguel|||0000-0002-0087-3077Sotelo Vázquez, Miguel Ángel|||0000-0001-8809-2103Revenga de Toro, Pedro Alfonso|||0000-0003-2550-5972Computer visionDynamic inspectionRetro-reflectionTraffic signs detectionTraffic signs recognitionElectrónicaElectronicsComputer vision techniques applied to systems used on road maintenance, which are related either to traffic signs or to the road itself, are playing a major role in many countries because of the higher investment on public works of this kind. These systems are able to collect a wide range of information automatically and quickly, with the aim of improving road safety. In this context, the correct visibility of traffic signs and panels is vital for the safety of drivers. This paper describes an approach to the VISUAL Inspection of Signs and panEls (“VISUALISE”), which is an automatic inspection system, mounted onboard a vehicle, which performs inspection tasks at conventional driving speeds. VISUALISE allows for an improvement in the awareness of the road signaling state, supporting planning and decision making on the administration's and infrastructure operators' side. A description of the main computer vision techniques and some experimental results obtained from thousands of kilometers are presented. Finally, the conclusions of the system are described.IEEE20112011-06-01journal articlehttp://purl.org/coar/resource_type/c_6501NAhttp://purl.org/coar/version/c_be7fb7dd8ff6fe43info:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10017/43347https://dx.doi.org/10.1109/TITS.2010.2098029reponame:e_Buah Biblioteca Digital Universidad de Alcaláinstname:Universidad de Alcalá (UAH)Inglésengopen accesshttp://purl.org/coar/access_right/c_abf2Attribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessoai:ebuah.uah.es:10017/433472026-06-18T11:13:07Z |
| dc.title.none.fl_str_mv |
Automatic traffic signs and panels inspection system using computer vision |
| title |
Automatic traffic signs and panels inspection system using computer vision |
| spellingShingle |
Automatic traffic signs and panels inspection system using computer vision González Arroyo, Álvaro Computer vision Dynamic inspection Retro-reflection Traffic signs detection Traffic signs recognition Electrónica Electronics |
| title_short |
Automatic traffic signs and panels inspection system using computer vision |
| title_full |
Automatic traffic signs and panels inspection system using computer vision |
| title_fullStr |
Automatic traffic signs and panels inspection system using computer vision |
| title_full_unstemmed |
Automatic traffic signs and panels inspection system using computer vision |
| title_sort |
Automatic traffic signs and panels inspection system using computer vision |
| dc.creator.none.fl_str_mv |
González Arroyo, Álvaro García Garrido, Miguel Ángel Fernández Llorca, David|||0000-0003-2433-7110 Gavilán Velasco, Miguel Fernández Rodríguez, José Pablo Fernández Alcantarilla, Pablo Parra Alonso, Ignacio|||0000-0002-3889-018X Herranz Cabrilla, Fernando Bergasa Pascual, Luis Miguel|||0000-0002-0087-3077 Sotelo Vázquez, Miguel Ángel|||0000-0001-8809-2103 Revenga de Toro, Pedro Alfonso|||0000-0003-2550-5972 |
| author |
González Arroyo, Álvaro |
| author_facet |
González Arroyo, Álvaro García Garrido, Miguel Ángel Fernández Llorca, David|||0000-0003-2433-7110 Gavilán Velasco, Miguel Fernández Rodríguez, José Pablo Fernández Alcantarilla, Pablo Parra Alonso, Ignacio|||0000-0002-3889-018X Herranz Cabrilla, Fernando Bergasa Pascual, Luis Miguel|||0000-0002-0087-3077 Sotelo Vázquez, Miguel Ángel|||0000-0001-8809-2103 Revenga de Toro, Pedro Alfonso|||0000-0003-2550-5972 |
| author_role |
author |
| author2 |
García Garrido, Miguel Ángel Fernández Llorca, David|||0000-0003-2433-7110 Gavilán Velasco, Miguel Fernández Rodríguez, José Pablo Fernández Alcantarilla, Pablo Parra Alonso, Ignacio|||0000-0002-3889-018X Herranz Cabrilla, Fernando Bergasa Pascual, Luis Miguel|||0000-0002-0087-3077 Sotelo Vázquez, Miguel Ángel|||0000-0001-8809-2103 Revenga de Toro, Pedro Alfonso|||0000-0003-2550-5972 |
| author2_role |
author author author author author author author author author author |
| dc.subject.none.fl_str_mv |
Computer vision Dynamic inspection Retro-reflection Traffic signs detection Traffic signs recognition Electrónica Electronics |
| topic |
Computer vision Dynamic inspection Retro-reflection Traffic signs detection Traffic signs recognition Electrónica Electronics |
| description |
Computer vision techniques applied to systems used on road maintenance, which are related either to traffic signs or to the road itself, are playing a major role in many countries because of the higher investment on public works of this kind. These systems are able to collect a wide range of information automatically and quickly, with the aim of improving road safety. In this context, the correct visibility of traffic signs and panels is vital for the safety of drivers. This paper describes an approach to the VISUAL Inspection of Signs and panEls (“VISUALISE”), which is an automatic inspection system, mounted onboard a vehicle, which performs inspection tasks at conventional driving speeds. VISUALISE allows for an improvement in the awareness of the road signaling state, supporting planning and decision making on the administration's and infrastructure operators' side. A description of the main computer vision techniques and some experimental results obtained from thousands of kilometers are presented. Finally, the conclusions of the system are described. |
| publishDate |
2011 |
| dc.date.none.fl_str_mv |
2011 2011-06-01 |
| dc.type.none.fl_str_mv |
journal article http://purl.org/coar/resource_type/c_6501 NA http://purl.org/coar/version/c_be7fb7dd8ff6fe43 |
| dc.type.openaire.fl_str_mv |
info:eu-repo/semantics/article |
| format |
article |
| dc.identifier.none.fl_str_mv |
http://hdl.handle.net/10017/43347 https://dx.doi.org/10.1109/TITS.2010.2098029 |
| url |
http://hdl.handle.net/10017/43347 https://dx.doi.org/10.1109/TITS.2010.2098029 |
| dc.language.none.fl_str_mv |
Inglés eng |
| language_invalid_str_mv |
Inglés |
| language |
eng |
| dc.rights.none.fl_str_mv |
open access http://purl.org/coar/access_right/c_abf2 Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
| dc.rights.openaire.fl_str_mv |
info:eu-repo/semantics/openAccess |
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open access http://purl.org/coar/access_right/c_abf2 Attribution-NonCommercial-NoDerivatives 4.0 International http://creativecommons.org/licenses/by-nc-nd/4.0/ |
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openAccess |
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application/pdf |
| dc.publisher.none.fl_str_mv |
IEEE |
| publisher.none.fl_str_mv |
IEEE |
| dc.source.none.fl_str_mv |
reponame:e_Buah Biblioteca Digital Universidad de Alcalá instname:Universidad de Alcalá (UAH) |
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Universidad de Alcalá (UAH) |
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e_Buah Biblioteca Digital Universidad de Alcalá |
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e_Buah Biblioteca Digital Universidad de Alcalá |
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1869410806739763200 |
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15,300719 |