Chinese Journal of Lasers, Volume. 37, Issue S1, 219(2010)

Hyperspectral Image Compression Using Improved Principal Component Analysis and Integer Wavelet Transform

Fan Jiming1,2、*, Zhou Jiankang1,2, and Shen Weimin1,2
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  • 2[in Chinese]
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    References(13)

    [1] [1] Huang Jing, Zhu Rihong, Li Jianxin. Hyperspectral image coding based on three-dimensional inter wavelet transform[J]. Chinese Journal of Scientific Instrument, 2007, 12(28): 2274~2279

    [3] [3] Wang Shugen, Wang Junli, Guo Liyan. Shadow detection of color aerial images based on K-L transformation[J]. Journal of Geomatics, 2004, 29(2): 21~23

    [4] [4] Zhang Xiaoling, Shen Lansun. Research advance on lossless compression of hyperspectral image[J]. Measurement and Control Technology, 2004, 23(5): 23~27

    [5] [5] J. A. Saghri, A. G. Tescher, J. T. Reagan. Practical transform coding of multispectral imagery[J]. IEEE Signal Processing Magazine, 1995, 12(1): 32~43

    [9] [9] Wim Sweledens. The lifting scheme: a construction of second generation wavelets[J]. MSIAM J. on Mathematical Analysis, 1997, 29(2): 511~546

    [10] [10] I. Daubechies, W. Swelden. Factoring wavelet transforms into lifting steps[J]. J. Fourier. Anal. Appl., 1998, 4(3): 247~269

    [11] [11] W. Sweldens. The lifting scheme: a new philosophy in biorthogonal wavelet constructions[C]. SPIE, 1995, 2569: 68~69

    [12] [12] Tian Ye, Zhao Chunhui, Ji Yaxin. The principal component analysis applied to hyperspectral remote sensing image dimensional reduction[J]. Journal of Harbin Normal University(Natural Science), 2007, 5(23): 58~60

    [13] [13] http://aviris.jpl.nansa.gov/html/aviris freedata.html[EB/OL]

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    Fan Jiming, Zhou Jiankang, Shen Weimin. Hyperspectral Image Compression Using Improved Principal Component Analysis and Integer Wavelet Transform[J]. Chinese Journal of Lasers, 2010, 37(S1): 219

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    Paper Information

    Category: holography and information processing

    Received: Jan. 5, 2010

    Accepted: --

    Published Online: Oct. 29, 2010

    The Author Email: Jiming Fan (fanjiming117@126.com)

    DOI:10.3788/cjl201037s1.0219

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