Laser & Optoelectronics Progress, Volume. 59, Issue 16, 1611005(2022)

Hyperspectral Image Classification Based on Edge-Preserving Filter and Deep Residual Network

Lü Huanhuan1,2, Zhuolu Wang1, and Hui Zhang2、*
Author Affiliations
  • 1School of Software, Liaoning Technical University, Huludao 125105, Liaoning , China
  • 2School of Information Engineering, Huzhou University, Huzhou 313000, Zhejiang , China
  • show less
    References(28)

    [1] Li F Y, Huo H T, Bai J et al. Hyperspectral target detection based on sparse representation and adaptive model[J]. Acta Optica Sinica, 38, 1228004(2018).

    [4] Liu J M, Zheng C, Zhang L M et al. Hyperspectral image classification method based on image reconstruction feature fusion[J]. Chinese Journal of Lasers, 48, 0910001(2021).

    [5] Li D, Kong F Q, Zhu D Y. Hyperspectral image classification based on local Gaussian mixture feature extraction[J]. Acta Optica Sinica, 41, 0610001(2021).

    [12] Chen Z K, Jiang J J, Jiang X W et al. Robust hyperspectral image feature extraction based on improved bilateral filtering[J]. Geomatics and Information Science of Wuhan University, 45, 504-510(2020).

    [15] Liu J X, Ban W, Chen Y et al. Multi-dimensional CNN fused algorithm for hyperspectral remote sensing image classification[J]. Chinese Journal of Lasers, 48, 1610003(2021).

    [25] Yan M J, Su X Y. Hyperspectral image classification based on three-dimensional dilated convolutional residual neural network[J]. Acta Optica Sinica, 40, 1628002(2020).

    [26] Liu B, Yu X C, Zhang P Q et al. Deep 3D convolutional network combined with spatial-spectral features for hyperspectral image classification[J]. Acta Geodaetica et Cartographica Sinica, 48, 53-63(2019).

    [28] Wei X P, Yu X C, Zhang P Q et al. CNN with local binary patterns for hyperspectral images classification[J]. Journal of Remote Sensing, 24, 1000-1009(2020).

    Tools

    Get Citation

    Copy Citation Text

    Lü Huanhuan, Zhuolu Wang, Hui Zhang. Hyperspectral Image Classification Based on Edge-Preserving Filter and Deep Residual Network[J]. Laser & Optoelectronics Progress, 2022, 59(16): 1611005

    Download Citation

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

    Category: Imaging Systems

    Received: Jul. 18, 2021

    Accepted: Aug. 23, 2021

    Published Online: Jul. 22, 2022

    The Author Email: Hui Zhang (wangzl2019@126.com)

    DOI:10.3788/LOP202259.1611005

    Topics