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