Face recognition based on viola-jones face detection method and local binary pattern (LBP)
Author
Source
Iraqi Journal of Computer, Communications and Control Engineering
Issue
Vol. 19, Issue 3 (31 Jul. 2019), pp.50-55, 6 p.
Publisher
Publication Date
2019-07-31
Country of Publication
Iraq
No. of Pages
6
Main Subjects
Telecommunications Engineering
Abstract EN
in this paper, the system consists of many steps, the first step includes the histogram equalization, detection, feature extraction, and classification.
At first, the data set of a face image is segmented into four segments, after that Local Binary Pattern (LBP) algorithm is performed to extract features for each segment.
The best feature vectors for all persons are stored in a new dataset in the next stage in order to be used in the testing phase.
Finally, the accuracy rate of performance is evaluated to prove its robustness.
Experiments show satisfying results and more accuracy achieved by the paper.
American Psychological Association (APA)
Muhammad, Suhad Ibrahim. 2019. Face recognition based on viola-jones face detection method and local binary pattern (LBP). Iraqi Journal of Computer, Communications and Control Engineering،Vol. 19, no. 3, pp.50-55.
https://search.emarefa.net/detail/BIM-888532
Modern Language Association (MLA)
Muhammad, Suhad Ibrahim. Face recognition based on viola-jones face detection method and local binary pattern (LBP). Iraqi Journal of Computer, Communications and Control Engineering Vol. 19, no. 3 (Jul. 2019), pp.50-55.
https://search.emarefa.net/detail/BIM-888532
American Medical Association (AMA)
Muhammad, Suhad Ibrahim. Face recognition based on viola-jones face detection method and local binary pattern (LBP). Iraqi Journal of Computer, Communications and Control Engineering. 2019. Vol. 19, no. 3, pp.50-55.
https://search.emarefa.net/detail/BIM-888532
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 55
Record ID
BIM-888532