Optics and Precision Engineering, Volume. 17, Issue 8, 2024(2009)

Feature-level fusion recognition based on complex-valued independent component analysis

WANG Da-wei1...2,*, JI Hua1,2 and WANG Yan-jie1 |Show fewer author(s)
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  • 1[in Chinese]
  • 2[in Chinese]
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    References(17)

    [1] [1] ESA O,HANNU O,VISA K.Complex-valued ICA based on a pair of generalized covariance matrices [J].Computational Statistics and Data Analysis,2008,52:3789-3805.

    [2] [2] ALOK S,KULDIP K P.Subspace independent component analysis using vector kurtosis [J].Pattern Recognition,2006,39:2227-2232.

    [3] [3] NOJUN K,CHUNGHOON K,HWANGNAM K.Dimensionality reduction based on ICA for regression problems [J].Neurocomputing,2008,71(8):2596-2603.

    [4] [4] OLE W,KAARE B P.Flexible and efficient implementations of Bayesian independent component analysis [J].Neurocomputing,2007,71(1-3):221-233.

    [5] [5] NAOYA O,ATSUSHI I.Independent component analysis of optical flow for robot navigation [J].Neurocomputing,2008,71(10-12):2140-2163.

    [6] [6] BRUCE A D,KYUNGIM B,MARIAN S B,et al..Recognizing faces with PCA and ICA[J].Computer Vision and Image Understanding,2003,91:115-137.

    [7] [7] NIKOLAOS M,TANIA S.Pixel-based and region-based image fusion schemes using ICA bases [J].Information Fusion,2007,8(2):131-142.

    [8] [8] AAPO H,ERKKI O.A fast fixed-point algorithm for independent component analysis [J].Neural Computation,1997,9(7):1483-1492.

    [9] [9] CHRYSOSTOMOS L N,ATHINA P P.Higher-Order Spectra Analysis [M].A Nonlinear Signal Processing Framework (Prentice-Hall),1993.

    [10] [10] ELLA B,AAPO H.A fast fixed-point algorithm for independent component analysis of complex value signals[J].International Journal of Neural Systems,2000,10(1):1-8.

    [11] [11] AAPO H.New approximation of differential entropy for independent component analysis and projection pursuit [J].Advances in Neural Information Processing Systems,1998,10:273-279.

    [12] [12] AAPO H,ERIKKI O,JUHA K.Independence Component Analysis [M].John Wiley and Sons Inc.,2001.

    [14] [14] LIU J,ZHANG T X.Recognition of the blurred image by complex moment invariants [J].Pattern Recognition Letters,2005,26:1128-1138.

    [15] [15] WANG Y,YANG D W.Object recognition method of wavelet coefficients characteristic[J].Journal of Chinese Computer Systems,2008,29(3):534-537.(in Chinese)

    [17] [17] OLAGUE G,HERNANDEZ B.A new accurate and flexible model based multi-corner detector for measurement and recognition [J].Pattern Recognition Letters,2005,26(1):27-41

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    WANG Da-wei, JI Hua, WANG Yan-jie. Feature-level fusion recognition based on complex-valued independent component analysis[J]. Optics and Precision Engineering, 2009, 17(8): 2024

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    Paper Information

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    Received: Aug. 12, 2008

    Accepted: --

    Published Online: Oct. 28, 2009

    The Author Email: Da-wei WANG (wdwei1983@163.com)

    DOI:

    CSTR:32186.14.

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