Implementation of Hybrid Algorithms for Real-Time Face Recognition

Abstract:

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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.

Info:

Periodical:

Edited by:

Teen-Hang Meen

Pages:

179-184

DOI:

10.4028/www.scientific.net/AMM.311.179

Citation:

M. Y. Shieh et al., "Implementation of Hybrid Algorithms for Real-Time Face Recognition", Applied Mechanics and Materials, Vol. 311, pp. 179-184, 2013

Online since:

February 2013

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Price:

$35.00

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