License Plate Recognition System Using Artificial Neural Networks

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dc.contributor.authorTurkyilmaz, Ibrahim
dc.contributor.authorKacan, Kirami
dc.date.accessioned2025-01-27T20:57:43Z
dc.date.available2025-01-27T20:57:43Z
dc.date.issued2017
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description.abstractA high performance license plate recognition system (LPRS) is proposed in this work. The proposed LPRS is composed of the following three main stages: (i) plate region determination, (ii) character segmentation, and (iii) character recognition. During the plate region determination stage, the image is enhanced by image processing algorithms to increase system performance. The rectangular license plate region is obtained using edge-based image processing methods on the binarized image. With the help of skew correction, the plate region is prepared for the character segmentation stage. Characters are separated from each other using vertical projections on the plate region. Segmented characters are prepared for the character recognition stage by a thinning process. At the character recognition stage, a three-layer feedforward artificial neural network using a backpropagation learning algorithm is constructed and the characters are determined.
dc.description.sponsorshipCanakkale Onsekiz Mart University Research Fund [2011/134]
dc.description.sponsorshipThis work was supported by the Canakkale Onsekiz Mart University Research Fund (Grant No. 2011/134).
dc.identifier.doi10.4218/etrij.17.0115.0766
dc.identifier.endpage172
dc.identifier.issn1225-6463
dc.identifier.issn2233-7326
dc.identifier.issue2
dc.identifier.scopus2-s2.0-85016513121
dc.identifier.scopusqualityQ2
dc.identifier.startpage163
dc.identifier.urihttps://doi.org/10.4218/etrij.17.0115.0766
dc.identifier.urihttps://hdl.handle.net/20.500.12428/26457
dc.identifier.volume39
dc.identifier.wosWOS:000399344500003
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherWiley
dc.relation.ispartofEtri Journal
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.snmzKA_WoS_20250125
dc.subjectImage processing
dc.subjectCharacter segmentation
dc.subjectCharacter recognition
dc.subjectArtificial neural network
dc.subjectLicense plate recognition
dc.titleLicense Plate Recognition System Using Artificial Neural Networks
dc.typeArticle

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