Chinese Journal of Liquid Crystals and Displays, Volume. 37, Issue 11, 1498(2022)

Remote sensing landslide target recognition based on attention fusion

Yu WANG1, Peng ZHANG2, Kai-yue SUN2, Xue-hong SUN2, and Li-ping LIU1、*
Author Affiliations
  • 1School of Physics and Electronic-Electrical Engineering,Ningxia University,Yinchuan 750021,China
  • 2School of Information Engineering,Ningxia University,Yinchuan 750021,China
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    References(27)

    [1] ZHANG P F. Research on automatic extraction of remote sensing images of co-seismic landslides[D](2021).

    [3] LONG Y J, LI W L, HUANG R Q et al. Automatic extraction and evolution trend analysis of landslides in Mianyuan river basin in the 10 years after Wenchuan earthquake[J]. Geomatics and Information Science of Wuhan University, 45, 1792-1800(2020).

    [4] MA Y L, WU H, ZHANG W H et al. Discussion on the application of remote sensing technology in landslide identification[J]. Technology Innovation and Application, 12, 142-145(2022).

    [8] WANG W H. Landslide hazard identification based on SBAS-InSAR and machine learning—Taking Lanzhou City as an example[D](2021).

    [11] ZHANG Y L, FU Y H, SUN Y et al. Landslide detection from high-resolution remote sensing image using deep neural network[J]. Highway, 66, 188-194(2021).

    [18] XU B Z, ZHU Q, LI H F et al. A landslide extraction method of remote sensing image based on multi-scale depth attention model[J]. Journal of Geomatics, 47, 108-112(2022).

    [21] VASWANI A, SHAZEER N, PARMAR N et al. Attention is all you need[C], 6000-6010(2017).

    [22] WANG S N, LI B Z, KHABSA M et al. Linformer: self-attention with linear complexity[J]. arXiv, 2006.04768(2020).

    [27] WU Q, ZHOU C B, HUANG F M et al. Optimization of the landslide identification method based on a dual attention mechanism[J]. Bulletin of Geological Science and Technology, 41, 246-253(2022).

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    Yu WANG, Peng ZHANG, Kai-yue SUN, Xue-hong SUN, Li-ping LIU. Remote sensing landslide target recognition based on attention fusion[J]. Chinese Journal of Liquid Crystals and Displays, 2022, 37(11): 1498

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    Paper Information

    Category: Research Articles

    Received: Apr. 20, 2022

    Accepted: --

    Published Online: Nov. 3, 2022

    The Author Email: Li-ping LIU (liuliping8186@126.com)

    DOI:10.37188/CJLCD.2022-0133

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