Brazilian license plate detection using histogram of oriented gradients and sliding windows.

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dc.contributor.authorPrates, Raphael Felipe de Carvalho
dc.contributor.authorCámara Chávez, Guillermo
dc.contributor.authorSchwartz, William Robson
dc.contributor.authorGomes, David Menotti
dc.date.accessioned2017-02-21T16:37:43Z
dc.date.available2017-02-21T16:37:43Z
dc.date.issued2013
dc.description.abstractDue to the increasingly need for automatic traffic monitoring, vehicle license plate detection is of high interest to perform automatic toll collection, traffic law enforcement, parking lot access control, among others. In this paper, a sliding window approach based on Histogram of Oriented Gradients (HOG) features is used for Brazilian license plate detection. This approach consists in scanning the whole image in a multiscale fashion such that the license plate is located precisely. The main contribution of this work consists in a deep study of the best setup for HOG descriptors on the detection of Brazilian license plates, in which HOG have never been applied before. We also demonstrate the reliability of this method ensured by a recall higher than 98% (with a precision higher than 78%) in a publicly available data set.pt_BR
dc.identifier.citationPRATES, R. F. de C. et al. Brazilian license plate detection using histogram of oriented gradients and sliding windows. International Journal of Computer Science and Information Technology, v. 5, n. 6, p. 39-52, dez. 2013. Disponível em: <http://airccse.org/journal/jcsit/5613ijcsit03.pdf>. Acesso em: 17 fev. 2017.pt_BR
dc.identifier.doihttp://doi.org/10.5121/ijcsit.2013.5603
dc.identifier.issn0975-4660
dc.identifier.urihttp://www.repositorio.ufop.br/handle/123456789/7293
dc.identifier.uri2http://airccse.org/journal/jcsit/5613ijcsit03.pdfpt_BR
dc.language.isoen_USpt_BR
dc.rightsrestritopt_BR
dc.subjectHistogram of oriented gradientspt_BR
dc.subjectMultiscale sliding windowpt_BR
dc.subjectVehicle license plate detectionpt_BR
dc.titleBrazilian license plate detection using histogram of oriented gradients and sliding windows.pt_BR
dc.typeArtigo publicado em periodicopt_BR
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