• Journal of Infrared and Millimeter Waves
  • Vol. 32, Issue 6, 569 (2013)
CHEN Zhao1、*, WANG Bin1、2, and ZHANG Li-Ming1
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.3724/sp.j.1010.2013.00569 Cite this Article
    CHEN Zhao, WANG Bin, ZHANG Li-Ming. Dimensionality reduction and classification based on lower rank tensor analysis for hyperspectral imagery[J]. Journal of Infrared and Millimeter Waves, 2013, 32(6): 569 Copy Citation Text show less
    References

    [1] Chang C-I. Hyperspectral imaging: techniques for spectral detection and classification [M]. New York: Plenum, 2003.

    [2] Renard N, Bourennane S., Dimensionality reduction based on tensor modeling for classification methods [J]. IEEE Trans. on Geosci. Remote Sens., 2009, 47(4):`801805.

    [3] Cichochi A , Zdunek R, Phan A H, et al.Nonnegative matrix and tensor factorizations [M].New York: Wiley, 2009.

    [4] Wax M, Kailathl T. Detection of signals by information theoretic criteria[J]. IEEE Trans. on Geosci. Remote Sens. 1985,33(2): 387392.

    [5] Bioucas-Dias J, Nascimento J. Hyperspectral subspace identification[J]. IEEE Trans. on Geosci. Remote Sens. 2008, 46(8): 24352445.

    [6] Chang C, Du Q. Estimation of number of spectrally distinct signal sources in hyperspectral imagery [J]. IEEE Trans. on Geosci. Remote Sens. 2004, 42(3):`608619.

    [7] Letexier D, Bourennane S, Blanc-Talon J. Nonorthogonal tensor matricization for hyperspectral image filtering [J]. IEEE Geosci. Remote Sens. Letters, 2008, 5(4):` 37.

    [8] Renard N, Bourennane S, Blanc-Talon J. Multiway filtering applied on hyperspectral images [J].ACIVS 2006, LNCS2006, 4179:127137.

    [9] Letexier D, Bourennane S. Estimation of n-mode ranks of hyperspectral images for tensor denoising[J]. EUSIPCO 2009: 25942597.

    [10] Huck A, Guillaume M. Estimation of the hyperspectral tucker ranks [J]. ICASSP 2009:12811284.

    [11] Melgani F, Bruzzone L. Classification of hyperspectral remote sensing images with support vector machines [J]. IEEE Trans. on Geosci. Remote Sens. 2004, 42(8):17781790.

    [12] Cover T, Hart P. Nearest neighbor pattern classification [J]. IEEE Trans. on Inf. Theory, 1967, 13(1): 2127.

    CHEN Zhao, WANG Bin, ZHANG Li-Ming. Dimensionality reduction and classification based on lower rank tensor analysis for hyperspectral imagery[J]. Journal of Infrared and Millimeter Waves, 2013, 32(6): 569
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