Multi-View Face Recognition Based on BP Neural Network and KPCA

Xin Wang; He Pan

doi:10.4028/www.scientific.net/AMR.1030-1032.1737

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 1030-1032Multi-View Face Recognition Based on BP Neural...

Multi-View Face Recognition Based on BP Neural Network and KPCA

Abstract:

This paper introduces the research background of computer face recognition technology, and puts forward a method of using kernel principal component analysis (KPCA) method and improved BP neural network methods for analysis and identification of multi view face images. The experimental results show that this algorithm is both effective and accurate. It achieved a higher recognition rate and excellent resistance to noise.

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Periodical:

Advanced Materials Research (Volumes 1030-1032)

Pages:

1737-1740

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.1030-1032.1737

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Online since:

September 2014

Authors:

Xin Wang*, He Pan

Keywords:

BP Neural Network (BPNN), Face Recognition, KPCA

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* - Corresponding Author

References

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