RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION

Emre ERKAN; Muhammet Ali ARSERİM; Mehmet Siraç ÖZERDEM

doi:https://doi.org/10.36222/ejt.459953

Makale detayları

RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION

Yazarlar:

Emre ERKAN | Muhammet Ali ARSERİM | Mehmet Siraç ÖZERDEM

Yayıncı:

Hibetullah KILIÇ

Ana Başlıklar:

Mühendislik ve uygulamalı operasyonlar

Dergi:

European Journal of Technique (EJT) 2018 Vol.8 Issue 2, pp.186-195

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000425666

eISSN:

2536-5134

pISSN:

2536-5010

DOI:

https://doi.org/10.36222/ejt.459953

Özet:

 


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.


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Makale detayları

RECOGNITION OF IRREGULARLY SHAPED WORDS BY USING FRACTAL DIMENSION

Yazarlar: Emre ERKAN | Muhammet Ali ARSERİM | Mehmet Siraç ÖZERDEM

Yayıncı: Hibetullah KILIÇ

Ana Başlıklar: Mühendislik ve uygulamalı operasyonlar

Dergi: European Journal of Technique (EJT) 2018 Vol.8 Issue 2, pp.186-195

Belge Tipi: Makale

Yayın Tarihi: 12/2018

Belge Dili: İngilizce

Document ID (Org No.): 2000425666

eISSN: 2536-5134

pISSN: 2536-5010

DOI: https://doi.org/10.36222/ejt.459953

Sayı

Yazarlar:

Emre ERKAN | Muhammet Ali ARSERİM | Mehmet Siraç ÖZERDEM

Yayıncı:

Hibetullah KILIÇ

Ana Başlıklar:

Mühendislik ve uygulamalı operasyonlar

Dergi:

European Journal of Technique (EJT) 2018 Vol.8 Issue 2, pp.186-195

Belge Tipi:

Makale

Yayın Tarihi:

12/2018

Belge Dili:

İngilizce

Document ID (Org No.):

2000425666

eISSN:

2536-5134

pISSN:

2536-5010

DOI:

https://doi.org/10.36222/ejt.459953