Infrared and Laser Engineering, Volume. 45, Issue 10, 1028003(2016)

Feature extraction of hyperspectral remote sensing data using supervised neighbor reconstruction analysis

Fang Min, Wang Jun, Wang Hongyan, and Li Tianya
Author Affiliations
  • [in Chinese]
  • show less
    References(10)

    [1] [1] Tang Y Y, Yuan H L, Li L Q. Manifold-based sparse representation for hyperspectral image classification [J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(12): 7606-7618.

    [2] [2] Wang Xiaofei, Hou Chuanlong, Yan Qiujing, et al. Noise estimation algorithm based on relevance vector machine for hyperspectral imagery [J]. Infrared and Laser Engineering, 2014, 43(12): 4159-4163. (in Chinese)

    [3] [3] Cai Hui, Li Na, Zhao Huijie. Features extraction method based on intrinsic mode function for hyperspectral data [J]. Infrared and Laser Engineering, 2013, 42(12): 3475-3480. (in Chinese)

    [4] [4] Pu Hanye, Wang Bin, Zhang Liming. New dimensionality reduction algorithms for hyperspectral imagery based on manifold learning [J]. Infrared and Laser Engineering, 2014, 43(1): 232-237. (in Chinese)

    [5] [5] Ding L, Tang P, Li H Y. Subspace feature analysis of local manifold learning for hyperspectral remote sensing images classification[J]. Applied Mathematics & Information Sciences, 2014, 8(4): 1987-1995.

    [6] [6] Bachmann C M, Ainsworth T L, Fusina R A. Exploiting manifold geometry in hyperspectral imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2005, 43(3): 884-897.

    [7] [7] He X, Niyogi P. Locality preserving projections[C]//Proceedings of the 17th Annual Conference on Neural Information Processing Systems, 2004, 16: 153-160.

    [8] [8] He X F, Cai D, Yan S C, et al. Neighborhood preserving embedding[C]//Proceedings of the 10th IEEE International Conference on Computer Vision, 2005: 1208-1213.

    [9] [9] Jin Zhong, Yang Jingyu, Lu Jianfeng. An optimal set of uncorrelated discriminant features [J]. Chinese Journal of Computers, 1999, 22(10): 1105-1108. (in Chinese)

    [10] [10] Yan S, Xu D, Zhang B, et al. Graph embedding and extensions: a general framework for dimensionality reduction[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007, 29(1): 40-51.

    CLP Journals

    [1] Hou Banghuan, Yao Minli, Jia Weimin, Shen Xiaowei, Jin wei. Hyperspectral image classification based on spatial-spectral structure preserving[J]. Infrared and Laser Engineering, 2017, 46(12): 1228001

    [2] HOU Bang-huan, YAO Min-li, JIA Wei-min, ZHANG Feng-gan, WANG Dao-ping. Spatial-spectral discriminant analysis for hyperspectral image classification[J]. Optics and Precision Engineering, 2018, 26(2): 450

    Tools

    Get Citation

    Copy Citation Text

    Fang Min, Wang Jun, Wang Hongyan, Li Tianya. Feature extraction of hyperspectral remote sensing data using supervised neighbor reconstruction analysis[J]. Infrared and Laser Engineering, 2016, 45(10): 1028003

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: 景象信息处理

    Received: Feb. 11, 2016

    Accepted: Mar. 5, 2016

    Published Online: Nov. 14, 2016

    The Author Email:

    DOI:10.3788/irla201645.1028003

    Topics