• Opto-Electronic Engineering
  • Vol. 39, Issue 3, 100 (2012)
LIN Yu-e1、*, LI Jing-zhao1, LIANG Xing-zhu1, and LIN Yu-rong2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3969/j.issn.1003-501x.2012.03.018 Cite this Article
    LIN Yu-e, LI Jing-zhao, LIANG Xing-zhu, LIN Yu-rong. Direct Unsupervised Orthogonal Locality Preserving Method for Feature Extraction[J]. Opto-Electronic Engineering, 2012, 39(3): 100 Copy Citation Text show less
    References

    [1] Kirby M,Sirovich L. Application of the Karhunen-Loeve procedure for the characterization of human faces [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),1990,12(1):103-108.

    [2] Belhumeur P N,Hespanha J P,Kriegam D J. Eigenfaces vs. Fisherfaces:Recognition using class specific linear projection [J].IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),1997,19(7):711-720.

    [3] HE Xiao-fei,YAN Shui-cheng,HU Yu-xiao,et al. Face recognition using Laplacianfaces [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),2005,27(3):328-340.

    [4] HE Xiao-fei,Partha Niyogi. Locality Preserving Projections [C]// Proceedings of Advances In Neural Information Processing Systems,June 23-25,2004. MA:Cambridge,MIT Press:153-160.

    [5] YANG Jian,ZHANG David,YANG Jing-yu,et al. Globally Maximizing,Locally Minimizing:Unsupervised Discriminant Projection with Applications to Face and Palm Biometrics [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence(S0162-8828),2007,29(4):650-664.

    [6] XU Yong , ZHONG Aini ,YANG Jian , et al. LPP solution schemes for use with face recognition [J]. Pattern Recognition(S0031-3203),2010,43(12):4165-4176.

    [7] WANG Yong,LU Gui-fu. Discriminant Analysis Based on Maximum Margin Marginal Fisher [J]. Opto-Electronic Engineering,2011,38(2):102-107.

    [8] LIN Ke-zheng,WANG Hui-xin,BU Xue-na,et al. Discriminant Maximum Margin Criterion Based on Locality Preserving Projections [J]. Pattern Recognition and Artificial Intelligence,2010,23(2):178-185.

    [9] LU Gui-fu,ZHONG Lin,ZHONG Jin. Face recognition using discriminant locality preserving projections based on maximum margin criterion [J]. Pattern Recognition(S0031-3203),2010,43(3):3572-3579.

    [10] TAO Yu-ting,YANG Jian. Quotient vs. difference:comparison between the two discriminant criteria [J]. Neurocomputing(S0925-2312),2010,73(10):1808-1817.

    [11] CHENG Miao,FANG Bin,PUN Chi-man,et al. Kernel-view based discriminant approach for embedded feature extraction in high-dimensional space [J]. Neurocomputing(S0925-2312),2011,74(9):1478-1484.

    [12] YANG Li-ping,GONG We-guo,GU Xiao-hua,et al. Complete Discriminant Locality Preserving Projections for Face Recognition [J]. Journal of Software,2010,21(6):1277-1286.

    [13] LIN Yu-e,LI Jing-zhao,LIANG Xing-zhu,et al. Complete Orthogonal Discriminant Locality Preserving Method Based on Minimal Criterion [J]. Opto-Electronic Engineering,2011,38(3):145-150.

    [14] Zhang L P. PolyU palmprint database [EB/OL]. (2009-10-20). http://www.comp.polyu.edu.hk/~biometrics/.

    [15] CAI Deng,HE Xiao-fei,HAN Jia-wei. Orthogonal laplacianfaces for face recognition [J]. IEEE Transactions on Image Processing (S1057-7149),2006,15(11):3608-3614.

    CLP Journals

    [1] LIU Jiamin, LIU Yizhe, LUO Fulin, LI Lianze. Ear Recognition Based on Correlation Coefficient Fused with LPP Algorithm[J]. Opto-Electronic Engineering, 2015, 42(6): 1

    LIN Yu-e, LI Jing-zhao, LIANG Xing-zhu, LIN Yu-rong. Direct Unsupervised Orthogonal Locality Preserving Method for Feature Extraction[J]. Opto-Electronic Engineering, 2012, 39(3): 100
    Download Citation