Recognition of irregularly shaped words by using fractal dimension

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dc.authorid0000-0003-0187-4079en_US
dc.authorid0000-0002-9913-5946en_US
dc.authorid0000-0002-9368-8902en_US
dc.contributor.authorErkan, Emre
dc.contributor.authorArserim, Muhammet Ali
dc.contributor.authorÖzerdem, Mehmet Siraç
dc.date.accessioned2023-06-14T13:21:03Z
dc.date.available2023-06-14T13:21:03Z
dc.date.issued2018en_US
dc.departmentDicle Üniversitesi, Mühendislik Fakültesi, Elektrik Elektronik Mühendisliği Bölümüen_US
dc.description.abstractToday, optical character recognition technology is not soadvanced as to compete with human perception ability. Parameters such asscene complexity, irregular lighting conditions, skewness, blur and distortion,aspect ratios, perspective impairment, fonts, multilingual environmentsnegatively affect the success of the optical character recognition technology.The aim of this article is to create an algorithm that can resolve irregularwords whose characters' scales and rotations are modified. In the algorithm,fractal dimension tool, a fast and stable recognition method, is used. Fromthis viewpoint it is desired to make optical character recognition technologycloser to human perception. In order to analyze the algorithm, fractaldimension and image compression data of big, and small alphabeticcharacters in the tahoma font were recorded in the database. Then, usingthese characters, irregular word images were obtained. These images, wereanalyzed by the algorithm built in matlab program and the results wereobtained.en_US
dc.identifier.citationErkan, E., Arserim, M. A. ve Özerdem, M. S. (2018). Recognition of irregularly shaped words by using fractal dimension. European Journal of Technique, 8(2), 186-195.en_US
dc.identifier.endpage195en_US
dc.identifier.issn2536-5010
dc.identifier.issn2536-5134
dc.identifier.issue2en_US
dc.identifier.startpage186en_US
dc.identifier.trdizinidTRDizinIdYok
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/376509
dc.identifier.urihttps://hdl.handle.net/11468/12033
dc.identifier.volume8en_US
dc.indekslendigikaynakTR-Dizin
dc.institutionauthorArserim, Muhammet Ali
dc.institutionauthorÖzerdem, Mehmet Siraç
dc.language.isoenen_US
dc.publisherINESEG Yayıncılıken_US
dc.relation.ispartofEuropean Journal of Technique
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectFractal dimensionen_US
dc.subjectPattern recognitionen_US
dc.subjectOptical characteren_US
dc.titleRecognition of irregularly shaped words by using fractal dimensionen_US
dc.titleRecognition of irregularly shaped words by using fractal dimension
dc.typeArticleen_US

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