Optics and Precision Engineering, Volume. 17, Issue 3, 641(2009)

Realization of handwritten numeral character recognition by supervised locally linear embedding

YANG Xiao-min*... WU Wei, HE Xiao-hai and CHEN Mo |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(15)

    [1] [1] PANG Y W,LIU ZH K,YU N H.A new nonlinear feature extraction method for face recognition[J].Neurocomputing,2006,69:949-953.

    [2] [2] YEASIN M,BULLOT B.Comparison of linear and non-linear data projection techniques in recognizing universal facial expressions[J].Neural Networks,2005(5):3087-3092.

    [3] [3] WU Y M,CHAN K L,WANG L.Face recognition based on discriminative manifold learnings[J].Pattern Recognition,2004(4):171-174.

    [6] [6] SOUVENIR R,PLESS R.Manifold clustering [C].In:Proc of the 21st Int’1 Conf on Computer Vision(ICCV’05),Los Alamitos:IEEE Computer Society Press,2005:648-653.

    [7] [7] ROWEIS S T.Nonlinear dimensionality reduction by locally linear embedding [J].Science,2000,290(5500):2323-2326.

    [8] [8] SAUL L K,ROWEIS S T.Think globally,fit locally:unsupervised learning of nonlinear manifolds[J].Journal of Machine Learning Research,2003,4(6):119-155.

    [9] [9] DICK D R,ROBERT P W.Locally linear embedding for classification[EB/OL].http://www.ph.tn tudelft.nl/~dick/ph 2002 01.pdf,2002-1

    [10] [10] LAWRENCE K S,SAM T R.An introduction to locally linear embedding[EB/OL].http://www.cs.to ronto/~roweis /lle/,2001-06-10.

    [11] [11] XU ZH J,YANG J,WANG M.A new nonlinear dimensionality reduction for color image[J].Journal of Shanghai Jiaotong University,2004,38(12):2063-2067.(in Chinese)

    [13] [13] DUDA R O, HART P E, STORK D G. Pattern Classification(Second Edition)[M]. New York: John Wiley & Sons, 2001.

    [14] [14] JIANG ZH Y,DING X Q.English OCR multi-template classification based on modified quadratic discriminant function[J].Computer Engineering, 2005,31(15):56-58.(in Chinese)

    [15] [15] WANG H Y,ZHENG J,YAO ZH A, et al..Application of dimension reduction on using improved LLE based on clustering[J].Journal of Computer Research and Development ,2006,43(8):1485-1490.(in Chinese)

    CLP Journals

    [1] GU Xiao-hua, GONG Wei-guo, YANG Li-ping. Supervised graph-optimized locality preserving projections[J]. Optics and Precision Engineering, 2011, 19(3): 672

    Tools

    Get Citation

    Copy Citation Text

    YANG Xiao-min, WU Wei, HE Xiao-hai, CHEN Mo. Realization of handwritten numeral character recognition by supervised locally linear embedding[J]. Optics and Precision Engineering, 2009, 17(3): 641

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Apr. 22, 2008

    Accepted: --

    Published Online: Oct. 28, 2009

    The Author Email: Xiao-min YANG (arielyang2006@163.com)

    DOI:

    CSTR:32186.14.

    Topics