Artificial neural networks based vehicle license plate recognition

Basit Öğe Kaydı
dc.contributor.authorKocer H.E.
dc.contributor.authorCevik K.K.
dc.date.accessioned2020-03-26T18:22:10Z
dc.date.available2020-03-26T18:22:10Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description1st World Conference on Information Technology, WCIT-2010 -- 6 October 2010 through 10 October 2010 -- Istanbul -- 84172en_US
dc.description.abstractIn recent years, the necessity of personal working in traffic control is increasing because the numbers of vehicles in traffic is increasing. To deal with this problem, computer based automatic control systems are being developed. One of these systems is automatic vehicle license plate recognition system. In this work, the automatic vehicle license plate recognition system based on artificial neural networks is presented. In this system, 259 vehicle pictures were used. These vehicle pictures were taken from the CCD camera and then the license plate region dimensioned by 220×50 pixels is determined from this picture by using image processing algorithms. The characters including letters and numbers placing in the license plate were located and determined by using Canny edge detection operator and the blob coloring method. The blob coloring method was applied to the ROI for separation of the characters. In the last phase of this work, the character features were extracted by using average absolute deviation formula. The digitized characters were then classified by using feed forward back propagated multi layered perceptron neural networks. The correct classification rates were given in last section. © 2010 Published by Elsevier Ltd.en_US
dc.identifier.doi10.1016/j.procs.2010.12.169en_US
dc.identifier.endpage1037en_US
dc.identifier.issn1877-0509en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage1033en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.procs.2010.12.169
dc.identifier.urihttps://hdl.handle.net/20.500.12395/27192
dc.identifier.volume3en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.relation.ispartofProcedia Computer Scienceen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectArtificial neural networksen_US
dc.subjectBlob coloringen_US
dc.subjectCharacter recognitionen_US
dc.subjectVehicle licence plate recognitionen_US
dc.titleArtificial neural networks based vehicle license plate recognitionen_US
dc.typeConference Objecten_US

Dosyalar

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu