Arabic and Latin Script Identification in Printed and Handwritten Types Based on Steerable Pyramid Features

Mohamed Benjelil, S. Kanoun, R. Mullot, A. Alimi
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引用次数: 22

Abstract

Arabic and Latin script identification in printed and handwritten nature present several difficulties because the Arabic (printed or handwritten) and the handwritten Latin scripts are cursive scripts of nature. To avoid all possible confusions which can be generated, we propose in this paper an accurate and suitable designed system for script identification at word level which is based on steerable pyramid transform. The features extracted from pyramid sub bands serve to classify the scripts on only one script among the scripts to identify. The encouraging and promising results obtained are presented in this research paper.
基于可操纵金字塔特征的印刷和手写类型的阿拉伯和拉丁文字识别
由于阿拉伯语(印刷或手写)和手写拉丁字母本质上是草书,因此印刷和手写的阿拉伯和拉丁字母识别存在一些困难。为了避免可能产生的各种混淆,本文提出了一种基于可操纵金字塔变换的准确而合适的字级文字识别系统。从金字塔子带中提取的特征用于在需要识别的脚本中只对一个脚本进行分类。本文给出了令人鼓舞和有希望的研究结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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