The design of efficient algorithm for face recognition based on hybrid PCA-wavelet transform
Other Title(s)
تصميم خوارزمية تتسم بالكفاءة للتعرف على الوجوه بالاعتماد على طريقة هجينة لطريقة تحليل المكونات الأساسية و تحويلة المويجات
Joint Authors
Ibrahim, Fatimah Bahjat
Abd al-Munim, Mathil Imad al-Din
Source
Issue
Vol. 57, Issue 2A (30 Jun. 2016), pp.995-1006, 12 p.
Publisher
University of Baghdad College of Science
Publication Date
2016-06-30
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
In modern times face recognition is one of the vital sides for computer vision.
This is due to many reasons involving availability and accessibility of technologies and commercial applications.
Face recognition in a brief statement is robotically recognizing a person from an image or video frame.
In this paper, an efficient face recognition algorithm is proposed based on the benefit of wavelet decomposition to extract the most important and distractive features for the face and Eigen face method to classify faces according to the minimum distance with feature vectors.
Faces94 data base is used to test the method.
An excellent recognition with minimum computation time is obtained with accuracy reaches to 100% and recognition time decreases to 87.5%.
American Psychological Association (APA)
Abd al-Munim, Mathil Imad al-Din& Ibrahim, Fatimah Bahjat. 2016. The design of efficient algorithm for face recognition based on hybrid PCA-wavelet transform. Iraqi Journal of Science،Vol. 57, no. 2A, pp.995-1006.
https://search.emarefa.net/detail/BIM-692634
Modern Language Association (MLA)
Abd al-Munim, Mathil Imad al-Din& Ibrahim, Fatimah Bahjat. The design of efficient algorithm for face recognition based on hybrid PCA-wavelet transform. Iraqi Journal of Science Vol. 57, no. 2A (2016), pp.995-1006.
https://search.emarefa.net/detail/BIM-692634
American Medical Association (AMA)
Abd al-Munim, Mathil Imad al-Din& Ibrahim, Fatimah Bahjat. The design of efficient algorithm for face recognition based on hybrid PCA-wavelet transform. Iraqi Journal of Science. 2016. Vol. 57, no. 2A, pp.995-1006.
https://search.emarefa.net/detail/BIM-692634
Data Type
Journal Articles
Language
English
Notes
Text in English ; abstracts in English and Arabic.
Record ID
BIM-692634