عنوان المقالة:تجهيز إطار عمل كفوء لنظام التعرف على الكتابة اليدوية للغة العربية An Efficient Preprocessing Framework for Arabic Handwriting Recognition System
أ.م.د مصطفى سلام كاظم | Mustafa Salam Kadhm | 15681
نوع النشر
مقال علمي
المؤلفون بالعربي
علياء كريم عبد الحسن, مصطفى سلام كاظم
المؤلفون بالإنجليزي
Dr. Alia Karim Abdul Hassan, Mustafa Salam Kadhm
الملخص العربي
Image preprocessing has assumed an essential part in Arabic Handwriting Recognition System (AHRS). It has several stages which affect the accuracy of the recognition system. An efficient preprocessing framework for Arabic handwriting recognition system has been proposed in this paper. Since preprocessing stage in AHRS is imperative to reduce the dimensionality of image to remove the undesirable information then increase the processing speed of the AHRS. Besides, it provide correction process for the dataset elements to make it work probably through several processes that will discuss in this paper. Exploratory results with artificial and real life images shows that, the proposed method gives an efficient results that help to get a high recognition rate in the AHRS.
تاريخ النشر
29/02/2016
الناشر
Diyala Journal For Pure Science
رقم المجلد
12
رقم العدد
3
ISSN/ISBN
2222-8373
الصفحات
147-163
رابط خارجي
https://www.iasj.net/iasj?func=fulltext&aId=112709
الكلمات المفتاحية
Preprocessing, AHRS, Arabic text, Thresholding, Thinning, Normalization.
رجوع