Acta Optica Sinica, Volume. 38, Issue 6, 0628003(2018)

Hyperspectral Image Classification Method Based on Targets Constraint and Spectral-Spatial Iteration

Chunyan Yu1, Meng Zhao1, Meiping Song1,2、*, Sen Li1, and Yulei Wang1,2,3
Author Affiliations
  • 1 Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning 116026, China
  • 2 State Key Laboratory of Integrated Services Networks, Xi'an, Shannxi 710071, China
  • 3 Key Laboratory of Spectral Imaging Technology, Chinese Academy of Sciences, Xi'an, Shannxi 710071, China
  • show less
    References(18)

    [1] Tong Q X, Zhang B, Zheng L F[M]. Hyperspectral remote sensing: principles, techniques and applications(2006).

    [2] Du P J, Xia J S, Xue Z H et al. Review of hyperspectral remote sensing image classification[J]. Journal of Remote Sensing, 20, 236-256(2016).

    [4] Dong A G, Li J C, Zhang B et al. Hyperspectral image classification algorithm based on spectral clustering and sparse representation[J]. Acta Optica Sinica, 37, 0828005(2017).

    [5] Hou B H, Yao M L, Wang R et al. Spatial-spectral semi-supervised local discriminant analysis for hyperspectral image classification[J]. Acta Optica Sinica, 37, 0728002(2017).

    [6] Theodoridis S, Koutroumbas K[M]. Pattern recognition, 366(1999).

    [8] Gao H M, Li C M, Zhou H et al. Dimension reduction and classification of hyperspectral remote sensing images based on sensitivity analysis of artificial neural network[J]. Journal of Electronics & Information Technology, 38, 2715-2723(2016).

    [9] Fu L T, Deng H, Liu C H. Novel fast real-time target detection and classification algorithms for hyperspectral imagery[J]. Acta Optica Sinica, 37, 0230002(2017).

    [16] Soille P. Morphological image analysis[M]. Berlin: Springer(1999).

    Tools

    Get Citation

    Copy Citation Text

    Chunyan Yu, Meng Zhao, Meiping Song, Sen Li, Yulei Wang. Hyperspectral Image Classification Method Based on Targets Constraint and Spectral-Spatial Iteration[J]. Acta Optica Sinica, 2018, 38(6): 0628003

    Download Citation

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

    Category: Remote Sensing and Sensors

    Received: Nov. 20, 2017

    Accepted: --

    Published Online: Jul. 9, 2018

    The Author Email: Meiping Song (smping@163.com)

    DOI:10.3788/AOS201838.0628003

    Topics