Propose Recognition Technique Model for Arabic Islamic Manuscripts
| المصدر: | مجلة الراسخون |
|---|---|
| الناشر: | جامعة المدينة العالمية |
| المؤلف الرئيسي: | Hilles, Shadi M. S. (Author) |
| المجلد/العدد: | مج4, ع2 |
| محكمة: | نعم |
| الدولة: |
ماليزيا |
| التاريخ الميلادي: |
2018
|
| الشهر: | ديسمبر |
| الصفحات: | 345 - 349 |
| ISSN: |
2462-2508 |
| رقم MD: | 1007408 |
| نوع المحتوى: | بحوث ومقالات |
| اللغة: | الإنجليزية |
| قواعد المعلومات: | IslamicInfo, AraBase |
| مواضيع: | |
| كلمات المؤلف المفتاحية: |
Recognition Technique | Arabic Manuscripts | Optimal hyperplane | Support vectors | Margin | Origin
|
| رابط المحتوى: |
| LEADER | 01849nam a22002297a 4500 | ||
|---|---|---|---|
| 001 | 1748980 | ||
| 041 | |a eng | ||
| 044 | |b ماليزيا | ||
| 100 | |9 502920 |a Hilles, Shadi M. S. |e Author | ||
| 245 | |a Propose Recognition Technique Model for Arabic Islamic Manuscripts | ||
| 260 | |b جامعة المدينة العالمية |c 2018 |g ديسمبر | ||
| 300 | |a 345 - 349 | ||
| 336 | |a بحوث ومقالات |b Article | ||
| 520 | |b This paper presents a new method for Ancient Islamic Manuscripts Recognition and Arabic scrip recognition. The main contributions of this work is that the method of recognition and classification of the data used multilayer model of neural network, used as a technique Arabic Manuscript, the performance of the proposed method is assessed using samples extracted from a historical handwritten manuscript. Arabic text is cursive, and each character may have up to four different shapes based on its location in a word. Quite often old documents are subject to background damage. Examples of background damages are varying contrast, smudges, dirty background, and ink through page, outdated paper and uneven background, The hyper plane approach is employed as classifiers due to the low computation overhead during training and recall process. | ||
| 653 | |a اللغة العربية |a المخطوطات الإسلامية |a النفقات العامة |a الخطوط التاريخية | ||
| 692 | |b Recognition Technique |b Arabic Manuscripts |b Optimal hyperplane |b Support vectors |b Margin |b Origin | ||
| 773 | |4 العلوم الإنسانية ، متعددة التخصصات |6 Humanities, Multidisciplinary |c 020 |e Arrasikhun Journal |l 002 |m مج4, ع2 |o 1648 |s مجلة الراسخون |v 004 |x 2462-2508 | ||
| 856 | |u 1648-004-002-020.pdf | ||
| 930 | |d y |p y |q n | ||
| 995 | |a IslamicInfo | ||
| 995 | |a AraBase | ||
| 999 | |c 1007408 |d 1007408 | ||
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