Design of an efficient face recognition algorithm based on hybrid method of eigen faces and Gabor filter
Other Title(s)
تصميم خوارزمية تتسم بالكفاءة للتعرف على الوجوه بالاعتماد على طريقة هجينة للوجوه المميزة و مرشح غابور
Joint Authors
Ibrahim, Fatimah Bahjat
Abd al-Munim, Mathil Imad al-Din
Source
Issue
Vol. 57, Issue 3B (30 Sep. 2016), pp.2102-2110, 9 p.
Publisher
University of Baghdad College of Science
Publication Date
2016-09-30
Country of Publication
Iraq
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
Face recognition is one of the most applications interesting in computer vision and pattern recognition fields.
This is for many reasons; the most important of them are the availability and easy access by sensors.
Face recognition system can be a sub-system of many applications.
In this paper, an efficient face recognition algorithm is proposed based on the accuracy of Gabor filter for feature extraction and computing the Eigen faces.
In this work, efficient compressed feature vector approach is proposed.
This compression for feature vector gives a good recognition rate reaches to 100% and reduced the complexity of computing Eigen faces.
Faces94 data base was used to test method.
American Psychological Association (APA)
Abd al-Munim, Mathil Imad al-Din& Ibrahim, Fatimah Bahjat. 2016. Design of an efficient face recognition algorithm based on hybrid method of eigen faces and Gabor filter. Iraqi Journal of Science،Vol. 57, no. 3B, pp.2102-2110.
https://search.emarefa.net/detail/BIM-709705
Modern Language Association (MLA)
Abd al-Munim, Mathil Imad al-Din& Ibrahim, Fatimah Bahjat. Design of an efficient face recognition algorithm based on hybrid method of eigen faces and Gabor filter. Iraqi Journal of Science Vol. 57, no. 3B (2016), pp.2102-2110.
https://search.emarefa.net/detail/BIM-709705
American Medical Association (AMA)
Abd al-Munim, Mathil Imad al-Din& Ibrahim, Fatimah Bahjat. Design of an efficient face recognition algorithm based on hybrid method of eigen faces and Gabor filter. Iraqi Journal of Science. 2016. Vol. 57, no. 3B, pp.2102-2110.
https://search.emarefa.net/detail/BIM-709705
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 2110
Record ID
BIM-709705