Machine Printed Arabic character Recognition Using S-GCM
| المصدر: | مجلة التواصل اللساني |
|---|---|
| الناشر: | مؤسسة العرفان للإستشارات التربوية والتطوير المهني |
| المؤلف الرئيسي: | Zheng, Liying (Author) |
| مؤلفين آخرين: | Tang, Xianglong (Advisor) |
| المجلد/العدد: | مج15, ع1,2 |
| محكمة: | نعم |
| الدولة: |
المغرب |
| التاريخ الميلادي: |
2013
|
| الصفحات: | 163 - 170 |
| ISSN: |
0851-6774 |
| رقم MD: | 596877 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | AraBase |
| مواضيع: | |
| رابط المحتوى: |
عدد مرات التحميل
13
| المستخلص: |
Arabic characters are widely used in Arabic speaking countries as well as in languages such as Persian and Urdu. However, little work has been done on the recognition of Arabic characters. This paper proposes a new method for the recognition of machine printed Arabic characters. The proposed method employs Ishii et al's chaotic neural network model, which is called globally coupled map using the symmetric map (S- GCM), for recognizing Arabic characters. The proposed method is tested on two fonts, Simplified Arabic and Arabic Transparent, and 9 sizes, 8, 9, 10, 11, 12, 14, 16, 18, 20. The recognition rate is over 97%. |
|---|---|
| ISSN: |
0851-6774 |
عناصر مشابهة
-
Printed Arabic Character Recognition Using Variation Method and Discrete Cosine Transform
بواسطة: Mahmood, Hanaa Fathi منشور: (2013) -
Arabic printed/Handwritten Character Recognition using artificial neural network
بواسطة: Al Zubaidy, Laheeb Mohamed Ibrahim منشور: (2002) -
Arabic printed text analysis and character recognition
بواسطة: Qatrameez, Mohammad Mahmmoud Ali منشور: (2010) -
RECOGNITION OF HANDWRITTEN ARABIC CHARACTERS
بواسطة: Al Yousefi, Hamad منشور: (1989) -
Automatic recognition of arabic printed scripts
بواسطة: Fakir, Mohamed منشور: (1997)
