DOIONLINE 
DOIONLINE Publish In |
International Journal of Electrical, Electronics and Data Communication (IJEEDC)-IJEEDC |
 Journal Home Volume Issue |
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Issue |
Volume-8,Issue-7 ( Jul, 2020 ) | |||||||||
Paper Title |
Face Detection and Recognition using Logistic Regression, K-Nearest Neighbor, and Principal Component Analysis | |||||||||
Author Name |
Maher A. Aljohani | |||||||||
Affilition |
Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia | |||||||||
Pages |
31-35 | |||||||||
Abstract |
This paper presents an algorithm for face detection and recognition using principal component analysis (PCA). The face features are extracted to be detected using Logistic regression and K-nearest neighbor classifiers and there will be a comparison to find the optimum classifier to be used with PCA. Then, the obtained features are used for face recognition by Principal component analysis for eigenfaces to make a decision whether he or she is recognized or not. Keywords - Face Recognition; Logistic Regression; Nearest Neighbor; Principal Component Analysis. | |||||||||
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