Feature extraction of images texture based on co-occurrence matrix
المؤلفون المشاركون
Abd Allah, Hadiyah S.
Yasin, Wijdan
al-Sayf, Khalil Ibrahim
المصدر
ZANCO Journal of Pure and Applied Sciences
الناشر
جامعة صلاح الدين قسم النشر العلمي
تاريخ النشر
2019-04-30
دولة النشر
العراق
عدد الصفحات
10
التخصصات الرئيسية
العلوم الاجتماعية (متداخلة التخصصات)
الملخص الإنجليزي
There are many techniques to extracted object properties in an image.
In this research a co-occurrence matrix has been to adopted for feature extraction of English letters.
English letters of size 14 and font time new roman have been stored as image, then preproced by apply truncation to take off all blank area, then filtered to make it noise free.
Energy, contrast, correlation and homogeneity of the co-occurrence matrix properties for the stored character images were calculated.
Another character models with different size and fonts were adopted to make the database able to cover a wide range of character images for character recognition and classification .
Applied technique shows that a companation features can be extracted as new properties for letters images and give good results.
The experimental results of the proposed algorithm have proved that both energy and homogeneity features have given high recognition compared with the remaining other properties
نوع البيانات
أوراق مؤتمرات
رقم السجل
BIM-894469
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Abd Allah, Hadiyah S.& Yasin, Wijdan& al-Sayf, Khalil Ibrahim. 2019-04-30. Feature extraction of images texture based on co-occurrence matrix. International conference of Mathematics (2 : 2019 : Irbil, Iraq). . Vol. 31, no. 2 (Supplement) (2019), pp.60-69.Irbil Iraq : Salahaddin University-Erbil Department of Scientific Publications.
https://search.emarefa.net/detail/BIM-894469
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Abd Allah, Hadiyah S.…[et al.]. Feature extraction of images texture based on co-occurrence matrix. . Irbil Iraq : Salahaddin University-Erbil Department of Scientific Publications. 2019-04-30.
https://search.emarefa.net/detail/BIM-894469
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Abd Allah, Hadiyah S.& Yasin, Wijdan& al-Sayf, Khalil Ibrahim. Feature extraction of images texture based on co-occurrence matrix. . International conference of Mathematics (2 : 2019 : Irbil, Iraq).
https://search.emarefa.net/detail/BIM-894469
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر