Research and Implementation on Face Recognition Algorithm

Xiao Mei Ning; Yan Shi

doi:10.4028/www.scientific.net/AMM.151.657

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vol. 151Research and Implementation on Face Recognition...

Research and Implementation on Face Recognition Algorithm

Abstract:

This paper used the PCA based method to build a face recognition system. At first, PAC provided a linear transformation matrix between the high and low dimensional spaces, then multi-dimensional Euclidean distance were used to rebuild residual to reduce the number of the obtained dimensions, speed up and high accuracy, which simplified the process of face recognition. Simulation results proved this algorithm is efficient.

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Periodical:

Applied Mechanics and Materials (Volume 151)

Pages:

657-660

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.151.657

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Online since:

January 2012

Authors:

Xiao Mei Ning, Yan Shi

Keywords:

Eigen Face, Face Recognition, Principal Component Analysis (PCA), Three Order Neighbor Algorithm

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References

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