Edge detection and features extraction for dental X-Ray
المؤلفون المشاركون
Khidr, Saja Diya
Taqi, Ali Kamal
Karuk, Muayyad Sadiq
المصدر
Engineering and Technology Journal
العدد
المجلد 34، العدد 13A (31 ديسمبر/كانون الأول 2016)، ص ص. 2420-2432، 13ص.
الناشر
تاريخ النشر
2016-12-31
دولة النشر
العراق
عدد الصفحات
13
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Recently, the dental X-Ray images have been used in different applications, particularly in the forensic field.
The researchers focuses on the separation of the underlying teeth individually to obtain their features.
These features can be utilized as a key solution for the identifications.
In this paper, an edge detection of the involved teeth is proposed using a three stages MATLAB algorithm based on different methods such as, CLAHE, Canny, Otsu's, and 8-Connectivity.
In addition, the proposed algorithm extracts the features of the investigated teeth as an exported file.
These features are Standard Deviation (STD), Euler number and Area which are extracted from the bite-wing images.
The stages of the proposed algorithm are image segmentation, classification and features extraction.
It is important to note that the missing teeth has been considered in case of appearance.
The missing teeth are assumed to be a separated objects.
This is to overtake the problem of missing teeth after registering the original ones in the stored database used for identifications.
The obtained results show the clear outperformance of the proposed algorithm in terms of edge detection and features’ extraction.
The missing teeth in an image are tested and the achieved results presents the detection and features of such teeth dramatically.
The proposed system is implemented and tested in the MATLAB software environment using a personal computer of a Core(TM) i7 processor and 6 GB RAM over a 64-Windows 10 operating system.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Karuk, Muayyad Sadiq& Khidr, Saja Diya& Taqi, Ali Kamal. 2016. Edge detection and features extraction for dental X-Ray. Engineering and Technology Journal،Vol. 34, no. 13A, pp.2420-2432.
https://search.emarefa.net/detail/BIM-760838
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Karuk, Muayyad Sadiq…[et al.]. Edge detection and features extraction for dental X-Ray. Engineering and Technology Journal Vol. 34, no. 13A (2016), pp.2420-2432.
https://search.emarefa.net/detail/BIM-760838
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Karuk, Muayyad Sadiq& Khidr, Saja Diya& Taqi, Ali Kamal. Edge detection and features extraction for dental X-Ray. Engineering and Technology Journal. 2016. Vol. 34, no. 13A, pp.2420-2432.
https://search.emarefa.net/detail/BIM-760838
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 2432
رقم السجل
BIM-760838
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