A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles

A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2008, 5(2): 193-197. doi: 10.1007/s11633-008-0193-x
引用本文: A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2008, 5(2): 193-197. doi: 10.1007/s11633-008-0193-x
A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles. International Journal of Automation and Computing, vol. 5, no. 2, pp. 193-197, 2008 doi:  10.1007/s11633-008-0193-x
Citation: A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles. International Journal of Automation and Computing, vol. 5, no. 2, pp. 193-197, 2008 doi:  10.1007/s11633-008-0193-x

A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles

doi: 10.1007/s11633-008-0193-x
基金项目: 

This work was supported by Natural Science Foundation of Huazhong University of Science and Technology of PRC(No.2007Q006B).

A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles

Funds: 

This work was supported by Natural Science Foundation of Huazhong University of Science and Technology of PRC(No.2007Q006B).

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出版历程
  • 收稿日期:  2006-12-01
  • 修回日期:  2007-10-23
  • 刊出日期:  2008-04-15

A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles

doi: 10.1007/s11633-008-0193-x
    基金项目:

    This work was supported by Natural Science Foundation of Huazhong University of Science and Technology of PRC(No.2007Q006B).

摘要: In order to distinguish faces of various angles during face recognition,an algorithm of the combination of approximate dynamic programming(ADP)called action dependent heuristic dynamic programming(ADHDP)and particle swarm optimization (PSO)is presented.ADP is used for dynamically changing the values of the PSO parameters.During the process of face recognition, the discrete cosine transformation(DCT)is first introduced to reduce negative effects.Then,Karhunen-Love(K-L)transformation can be used to compress images and decrease data dimensions.According to principal component analysis(PCA),the main parts of vectors are extracted for data representation.Finally,radial basis function(RBF)neural network is trained to recognize various faces. The training of RBF neural network is exploited by ADP-PSO.In terms of ORL Face Database,the experimental result gives a clear view of its accurate efficiency.

English Abstract

A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2008, 5(2): 193-197. doi: 10.1007/s11633-008-0193-x
引用本文: A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles[J]. 国际自动化与计算杂志(英)/International Journal of Automation and Computing, 2008, 5(2): 193-197. doi: 10.1007/s11633-008-0193-x
A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles. International Journal of Automation and Computing, vol. 5, no. 2, pp. 193-197, 2008 doi:  10.1007/s11633-008-0193-x
Citation: A Novel Face Recognition Algorithm for Distinguishing Faces with Various Angles. International Journal of Automation and Computing, vol. 5, no. 2, pp. 193-197, 2008 doi:  10.1007/s11633-008-0193-x
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