Real time face recognition in video using linear discriminate analysis and local binary patterns
Joint Authors
Abd al-Jabbar, Istabraq Salim
Ali, Yussrah Husayn
Source
Engineering and Technology Journal
Issue
Vol. 33, Issue 4B (30 Apr. 2015), pp.690-701, 12 p.
Publisher
Publication Date
2015-04-30
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Topics
Abstract AR
أن الحاجة لنظام تمییز قوي في تطبیقات المراقبة و الإحصائيات البیولوجیة قد تزایدت مع التقدم التكنولوجي.
الطرق التقلیدیة للرموز السریة و أرقام تحدید الھویة الشخصیة یمكن اختراقھا بسھولة، لذلك فھي تستبدل سریعا بطرق بیولوجیة أكثر أمانا و موثوقیة حیث تستخدم خصائص الوجھ لتحدید ھویة المستخدم.
في ھذا النظام تم استخدام خوارزمیة فیولا جونز لتحدید الوجھ و تم دمج خوارزمیة تحلیل التمییز الخطي و خوارزمیة الأنماط الثنائیة المحلیة لاستخلاص الخصائص و التعرف على الوجھ.
تم اختبار الطریقة المقترحة و قد أعطت نتائج كفوءة مقارنة بالطرق السابقة.
Abstract EN
The need for robust recognition system in applications of surveillance and biometrics is increasing with the advancements in technology.
The conventional method of passwords and pin numbers can be easily hacked,a so these are being rapidly replaced by more secure and reliable biometric methods.
This paper produces a new real-time surveillance system in video which makes use of face characteristics of the user for correct identification.
The face is first detected using Viola-Jones algorithm, then a hybrid algorithms were used to extract the features and determine the faces linear discriminate analysis and local binary patterns.
The proposed approach tested and gives efficient results when compared with other previous approach.
American Psychological Association (APA)
Ali, Yussrah Husayn& Abd al-Jabbar, Istabraq Salim. 2015. Real time face recognition in video using linear discriminate analysis and local binary patterns. Engineering and Technology Journal،Vol. 33, no. 4B, pp.690-701.
https://search.emarefa.net/detail/BIM-606825
Modern Language Association (MLA)
Ali, Yussrah Husayn& Abd al-Jabbar, Istabraq Salim. Real time face recognition in video using linear discriminate analysis and local binary patterns. Engineering and Technology Journal Vol. 33, no. 4B (2015), pp.690-701.
https://search.emarefa.net/detail/BIM-606825
American Medical Association (AMA)
Ali, Yussrah Husayn& Abd al-Jabbar, Istabraq Salim. Real time face recognition in video using linear discriminate analysis and local binary patterns. Engineering and Technology Journal. 2015. Vol. 33, no. 4B, pp.690-701.
https://search.emarefa.net/detail/BIM-606825
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 700-701
Record ID
BIM-606825