Spectroscopy and Spectral Analysis, Volume. 31, Issue 9, 2471(2011)

The Hierarchical Clustering Analysis of Hyperspectral Image Based on Probabilistic Latent Semantic Analysis

YI Wen-bin1,2、*, SHEN Li1,2, QI Yin-feng1,3, and TANG Hong1,4,5
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • 3[in Chinese]
  • 4[in Chinese]
  • 5[in Chinese]
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    References(14)

    [3] [3] Xia Gui-song, He Chu, Sun Hong. IEEE Geoscience and Remote Sensing Letters, 2007, 4(4): 596.

    [4] [4] Aguera F, Aguilar F J, Aguilar M A. ISPRS Journal of Photogrammetry & Remote Sensing, 2008, 63(6): 635.

    [5] [5] Benz U C, Hofmann P, Willhauck G, et al. Photogrammetry & Remote Sensing, 2004, 58(3-4): 239.

    [7] [7] Poggi G, Scarpa G, Zerubia J B. IEEE Transactions On Geoscience And Remote Sensing, 2005, 43(8): 1901.

    [8] [8] Laliberte A S, Rango A, Havstad K M, et al. Remote Sensing of Environment, 2004, 93: 198.

    [9] [9] Akcay H G, Aksoy S. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46(7): 2097.

    [10] [10] Landauer T, Mcnamara D S, Dennis S, et al. Handbook of Latent Semantic Analysis. Hillsdale: Lawrence Erlbaum Associates, 2007. 427.

    [11] [11] Quelhas P, Monay F, Odobez J M, et al. Proceedings of the 10th International Conference on Computer Vision, 2005.

    [12] [12] Li Fei-fei, Perona P. Proceeding of IEEE Conference on Computer Vision and Pattern Recognition, 2005.

    [13] [13] Barnard K, Duygulu P, Forsyth D, et al. Journal of Machine Learning Research. 2003, 3: 1107.

    [16] [16] Hofmann T. Machine Learning, 2001, 42(1): 177.

    [17] [17] Lienou M, Maitre H, Datcu M. IEEE Geoscience and Remote Sensing Letters, 2010, 7(1): 28.

    [18] [18] Kyrgyzov I O, Kyrgyzov O O, Maitre H, et al. Proceedings of the 5th International Conference on Machine Learning and Data Mining in Pattern Recognition, 2007.

    [19] [19] Frohn R C, Hao Y. Remote Sensing of Environment, 2006, 100(2): 237.

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    YI Wen-bin, SHEN Li, QI Yin-feng, TANG Hong. The Hierarchical Clustering Analysis of Hyperspectral Image Based on Probabilistic Latent Semantic Analysis[J]. Spectroscopy and Spectral Analysis, 2011, 31(9): 2471

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    Paper Information

    Received: Nov. 3, 2010

    Accepted: --

    Published Online: Nov. 9, 2011

    The Author Email: YI Wen-bin (wenbinrs@foxmail.com)

    DOI:10.3964/j.issn.1000-0593(2011)09-2471-05

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