Face detection and recognition using color segmentation, template matching and Gabor neural network with fuzzy system
Other Title(s)
كشف الوجه و الاعتراف الشبكة العصبية كابور مع النظام الضبابي
Joint Authors
Jabbar, Mays Karim
Abd al-Rahim, Thair
Husayn, Maab Ala
Source
Wasit Journal of Engineering Sciences
Issue
Vol. 6, Issue 3 (31 Dec. 2018), pp.29-38, 10 p.
Publisher
Wasit University College of Engineering
Publication Date
2018-12-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract 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.
American Psychological Association (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
Modern Language Association (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
American Medical Association (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
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 38
Record ID
BIM-920154