scholarly journals Robust Real Time based Face Recognition using Support Vector Machine & Histogram Equalization Algorithm

2015 ◽  
Vol 4 (11) ◽  
pp. 873-877
Keyword(s):  
Support Vector Machine ◽  
Face Recognition ◽  
Real Time ◽  
Histogram Equalization ◽  
Support Vector ◽  
Equalization Algorithm

Application of Hybrid Algorithm to Real-Time Face Recognition

2013 ◽  
Vol 278-280 ◽  
pp. 1309-1313 ◽  
Author(s):  
Chi Jo Wang ◽  
Juing Shian Chiou ◽  
Yu Chia Hu
Keyword(s):  
Genetic Algorithm ◽  
Principal Component Analysis ◽  
Support Vector Machine ◽  
Face Recognition ◽  
Real Time ◽  
Classification Accuracy ◽  
Hybrid Algorithm ◽  
Principal Component ◽  
Support Vector ◽  
Recognition Systems

This paper proposed the principal component analysis (PCA) and support vector machine-genetic algorithm (SVM-GA) to the real-time face recognition. The integrated scheme aims to apply the SVM-GA method to improve the validity of PCA based real-time recognition systems. Experimental results show that the proposed method simplifies features effectively and obtains a higher classification accuracy.

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