Implementation of Hybrid Algorithms for Real-Time Face Recognition
This paper proposed hybrid algorithms of principal component analysis (PCA) and support vector machine-genetic algorithm (SVM-GA) for real-time face recognition. The hybrid scheme aims to apply the SVM-GA to improve the validity of PCA based real-time recognition systems. Experimental results demonstrate the proposed method simplifies features effectively and obtains a higher classification accuracy.
M. Y. Shieh et al., "Implementation of Hybrid Algorithms for Real-Time Face Recognition", Applied Mechanics and Materials, Vol. 311, pp. 179-184, 2013