Laser & Optoelectronics Progress, Volume. 59, Issue 18, 1811001(2022)

Hyperspectral Image Classification Based on Convolution Neural Network with Attention Mechanism

Wenhao Chen1, Jing He1、*, and Gang Liu1,2
Author Affiliations
  • 1College of Earth Sciences, Chengdu University of Technology, Chengdu 610059, Sichuan , China
  • 2State Key Laboratory of Geohazard Prevention and Geoenvironmental Protection, Chengdu University of Technology, Chengdu 610059, Sichuan , China
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    References(22)

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    [8] Wei L F, Yu M, Zhong Y F et al. Hyperspectral image classification method based on space-spectral fusion conditional random field[J]. Acta Geodaetica et Cartographica Sinica, 49, 343-354(2020).

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    [18] Zhang X D, Wang T J, Yang Y. Classification of small-sized sample hyperspectral images based on multi-scale residual network[J]. Laser & Optoelectronics Progress, 57, 162801(2020).

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    Wenhao Chen, Jing He, Gang Liu. Hyperspectral Image Classification Based on Convolution Neural Network with Attention Mechanism[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1811001

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    Paper Information

    Category: Imaging Systems

    Received: May. 31, 2021

    Accepted: Jul. 20, 2021

    Published Online: Aug. 22, 2022

    The Author Email: He Jing (xiao00yao@163.com)

    DOI:10.3788/LOP202259.1811001

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