Spectroscopy and Spectral Analysis, Volume. 30, Issue 10, 2724(2010)

Hyperspectral Remote Sensing Image Classification Based on ICA and SVM Algorithm

LIANG Liang*... YANG Min-hua and LI Ying-fang |Show fewer author(s)
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    References(9)

    [8] [8] Sun D Y, Li Y M, Wang Q A. IEEE Transaction on Geoscience and Remote Sensing, 2009, 47(8): 2957.

    [10] [10] Tu T M, Huang P S, Chen P Y. IEEE Proceedings on Vision, Image and Signal Processing, 2001, 148(4): 217.

    [11] [11] WANG J, CHANG C I. IEEE Transactions on Geoscience and Remote Sensing, 2006, 44(6): 1586.

    [12] [12] Lee T W. Independent Component Analysis: Theory and Applications. Boston: Kluwer Academic Publisher, 1998.

    [13] [13] Hyvarinen A, Oja E. Neural Networks, 2000, 12(4-5): 411.

    [14] [14] Hyvarinen A. IEEE Transactions on Neural Networks, 1999, 10(3): 626.

    [15] [15] Vapnik V N. Statistical Learning Theory. New York: Wiley, 1998.

    [16] [16] John Shawe-Taylor, Nello Cristianini. Kernel Methods for Pattern Analysis. Cambridge University Press, 2004.

    [17] [17] HSU Chih-wei, CHANG Chih-chung, LIN Chih-jen. http://ntu.csie.org/~cjlin/papers/guide/guide.pdf.

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    LIANG Liang, YANG Min-hua, LI Ying-fang. Hyperspectral Remote Sensing Image Classification Based on ICA and SVM Algorithm[J]. Spectroscopy and Spectral Analysis, 2010, 30(10): 2724

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    Paper Information

    Category: Research Articles

    Received: Nov. 6, 2009

    Accepted: --

    Published Online: Jan. 26, 2011

    The Author Email: Liang LIANG (liangliang198119@163.com)

    DOI:

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