RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION

Öz Nowadays, optical character recognition technology is not so advanced as to compete with human perception ability. Parameters such as scene complexity, irregular lighting conditions, skewness, blur and distortion, aspect ratios, perspective impairment, fonts, multilingual environments negatively affect the success of the optical character recognition technology. The aim of this article is to create an algorithm that can resolve irregular words whose characters' scales and rotations are modified. In the algorithm, fractal dimension tool, a fast and stable recognition method, is used. From this viewpoint it is desired to make optical character recognition technology closer to human perception. In order to analyze the algorithm, fractal dimension and image compression data of big, and small alphabetic characters in the tahoma font were recorded in the database. Then, using these characters, irregular word images were obtained. These images, were analyzed by the algorithm built in matlab program and the results were obtained.

Kaynakça

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Kaynak Göster

Bibtex @araştırma makalesi { ejt459953, journal = {European Journal of Technique (EJT)}, issn = {2536-5010}, eissn = {2536-5134}, address = {INESEG Yayıncılık Dicle Üniversitesi Teknokent, Sur/Diyarbakır}, publisher = {Hibetullah KILIÇ}, year = {2018}, volume = {8}, pages = {186 - 195}, doi = {10.36222/ejt.459953}, title = {RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION}, key = {cite}, author = {Erkan, Emre and Arserim, Muhammet Ali and Özerdem, Mehmet Siraç} }
APA Erkan, E , Arserim, M , Özerdem, M . (2018). RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION . European Journal of Technique (EJT) , 8 (2) , 186-195 . DOI: 10.36222/ejt.459953
MLA Erkan, E , Arserim, M , Özerdem, M . "RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION" . European Journal of Technique (EJT) 8 (2018 ): 186-195 <https://dergipark.org.tr/tr/pub/ejt/issue/41882/459953>
Chicago Erkan, E , Arserim, M , Özerdem, M . "RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION". European Journal of Technique (EJT) 8 (2018 ): 186-195
RIS TY - JOUR T1 - RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION AU - Emre Erkan , Muhammet Ali Arserim , Mehmet Siraç Özerdem Y1 - 2018 PY - 2018 N1 - doi: 10.36222/ejt.459953 DO - 10.36222/ejt.459953 T2 - European Journal of Technique (EJT) JF - Journal JO - JOR SP - 186 EP - 195 VL - 8 IS - 2 SN - 2536-5010-2536-5134 M3 - doi: 10.36222/ejt.459953 UR - https://doi.org/10.36222/ejt.459953 Y2 - 2018 ER -
EndNote %0 European Journal of Technique RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION %A Emre Erkan , Muhammet Ali Arserim , Mehmet Siraç Özerdem %T RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION %D 2018 %J European Journal of Technique (EJT) %P 2536-5010-2536-5134 %V 8 %N 2 %R doi: 10.36222/ejt.459953 %U 10.36222/ejt.459953
ISNAD Erkan, Emre , Arserim, Muhammet Ali , Özerdem, Mehmet Siraç . "RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION". European Journal of Technique (EJT) 8 / 2 (Aralık 2018): 186-195 . https://doi.org/10.36222/ejt.459953
AMA Erkan E , Arserim M , Özerdem M . RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION. EJT. 2018; 8(2): 186-195.
Vancouver Erkan E , Arserim M , Özerdem M . RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION. European Journal of Technique (EJT). 2018; 8(2): 186-195.
IEEE E. Erkan , M. Arserim ve M. Özerdem , "RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION", European Journal of Technique (EJT), c. 8, sayı. 2, ss. 186-195, Ara. 2018, doi:10.36222/ejt.459953