Face detection and recognition using color segmentation, template matching and Gabor neural network with fuzzy system

العناوين الأخرى

كشف الوجه و الاعتراف الشبكة العصبية كابور مع النظام الضبابي

المؤلفون المشاركون

Jabbar, Mays Karim
Abd al-Rahim, Thair
Husayn, Maab Ala

المصدر

Wasit Journal of Engineering Sciences

العدد

المجلد 6، العدد 3 (31 ديسمبر/كانون الأول 2018)، ص ص. 29-38، 10ص.

الناشر

جامعة واسط كلية الهندسة

تاريخ النشر

2018-12-31

دولة النشر

العراق

عدد الصفحات

10

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص EN

Face recognition is the process of finding the face of one or more people in an image or even in a video.

There are variety techniques for face recognition used in the researches.

In this paper various algorithms for face recognition on mobile phones or other electronic device are applied.

firstly the face detection should be implemented in any face recognition system.

To get the face detection many algorithms like color segmentation, template matching etc are applicated.

Then the second phase of the proposed algorithm is implemented by using neural network Gabor with fuzzy system.

The algorithm has been represented using MATLAB and then implemented it on the device.

While implementing the proposed algorithm, a tradeoff between accuracy and computational complexity of the algorithm are made, because the face recognition system is implemented on a device with limited hardware capabilities.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Jabbar, Mays Karim& Husayn, Maab Ala& Abd al-Rahim, Thair. 2018. Face detection and recognition using color segmentation, template matching and Gabor neural network with fuzzy system. Wasit Journal of Engineering Sciences،Vol. 6, no. 3, pp.29-38.
https://search.emarefa.net/detail/BIM-920154

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Jabbar, Mays Karim…[et al.]. Face detection and recognition using color segmentation, template matching and Gabor neural network with fuzzy system. Wasit Journal of Engineering Sciences Vol. 6, no. 3 (2018), pp.29-38.
https://search.emarefa.net/detail/BIM-920154

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Jabbar, Mays Karim& Husayn, Maab Ala& Abd al-Rahim, Thair. Face detection and recognition using color segmentation, template matching and Gabor neural network with fuzzy system. Wasit Journal of Engineering Sciences. 2018. Vol. 6, no. 3, pp.29-38.
https://search.emarefa.net/detail/BIM-920154

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references : p. 38

رقم السجل

BIM-920154