• Infrared and Laser Engineering
  • Vol. 46, Issue 5, 538001 (2017)
Zhang Aiwu1、2、*, Du Nan1、2, Kang Xiaoyan1、2, and Guo Chaofan1、2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
  • show less
    DOI: 10.3788/irla201746.0538001 Cite this Article
    Zhang Aiwu, Du Nan, Kang Xiaoyan, Guo Chaofan. Hyperspectral adaptive band selection method through nonlinear transform and information adjacency correlation[J]. Infrared and Laser Engineering, 2017, 46(5): 538001 Copy Citation Text show less
    References

    [1] Zhao Huijie, Li Mingkang, Li Na, et al. A band selection method based on improved subspace partition[J]. Infrared and Laser Engineering, 2015, 44(10): 3155-3160. (in Chinese)

    [2] Wang Yiting, Huang Shiqi, Liu Daizhi, et al. Novel band selection method based on target detection[J]. Infrared and Laser Engineering, 2013, 42(8): 2294-2298. (in Chinese)

    [3] Fan Xueli, Feng Haihong, Yuan Meng. PCA based on mutual information for feature selection[J]. Control and Decision, 2013, 28(6): 915-919. (in Chinese)

    [4] Martinez-Uso A, Pla F, Sotoca J M, et al. Clustering-based hyperspectral band selection using information measures[J]. IEEE Transactions on Geoscience & Remote Sensing, 2008, 45(12): 4158-4171.

    [5] Zhao Chunhui, Chen Wanhai, Yang Lei. Research advances and analysis of hyperspectral remote sensing image band selection[J]. Journal of Natural Science of Heilongjiang University, 2007, 24(5): 592-602. (in Chinese)

    [6] Qin Fangpu, Zhang Aiwu, Wang Shumin, et al. Hyperspectral band selection based on spectral clustering and inter-class separability factor[J]. Spectroscopy and Spectral Analysis, 2015, 35(5): 1357-1364. (in Chinese)

    [7] Bajwa S G, Bajcsy P, Groves P, et al. Hyperspectral image data mining for band selection in agricultural applications[J]. Transactions-American Society of Agricultural Engineers, 2004, 47(3): 895-908.

    [8] Serpico S B, Bruzzone L. A new search algorithm for feature selection in hyperspectral remote sensing images[J]. IEEE Transactions on Geoscience & Remote Sensing, 2001, 39(7):1360-1367.

    [9] Wei Fangjie. Research on band selection for hyperspectral imagery [D]. Harbin: Harbin Engineering University, 2013. (in Chinese)

    [10] Liu Chunhong, Zhao Chunhui, Zhang Lingyan. A new method of hyperspectral remote sensing image dimensional reduction[J]. Journal of Image and Graphics, 2005, 21(6): 676-680. (in Chinese)

    [11] Fan Xiubin, Li Shiqu. Relationship between the mutual information and the correlation[J]. Journal of Information Engineering University, 1999, 18(2): 45-48. (in Chinese)

    CLP Journals

    [1] Zhang Aiwu, Kang Xiaoyan. Hyperspectral images band selection algorithm through p-value statistic modeling independence[J]. Infrared and Laser Engineering, 2018, 47(9): 926005

    Zhang Aiwu, Du Nan, Kang Xiaoyan, Guo Chaofan. Hyperspectral adaptive band selection method through nonlinear transform and information adjacency correlation[J]. Infrared and Laser Engineering, 2017, 46(5): 538001
    Download Citation