Chinese Journal of Liquid Crystals and Displays, Volume. 40, Issue 4, 630(2025)

Neural architecture search combined with efficient attention for hyperspectral image classification

Haisong CHEN1, Kang ZHANG2, Haoran LÜ2, Aili WANG2、*, and Haibin WU2
Author Affiliations
  • 1School of Integrated Circuit,Shenzhen Polytechnic University,Shenzhen 518055,China
  • 2Heilongjiang Province Key Laboratory of Laser Spectroscopy Technology and Application,Harbin University of Science and Technology,Harbin 150080,China
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    References(21)

    [6] LI Y, ZHANG H K, SHEN Q. Spectral-spatial classification of hyperspectral imagery with 3D convolutional neural network[J]. Remote Sensing, 9, 67(2027).

    [12] LIU H X, SIMONYAN K, YANG Y M. DARTS: differentiable architecture search[J/OL]. arXiv, 1806-09055(2019).

    [14] LENG Z Q, TAN M X, LIU C X et al. PolyLoss: a polynomial expansion perspective of classification loss functions[C](2022).

    [17] TAN M X, LE Q. EfficientNetV2: smaller models and faster training[C], 10096-10106(2021).

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    Haisong CHEN, Kang ZHANG, Haoran LÜ, Aili WANG, Haibin WU. Neural architecture search combined with efficient attention for hyperspectral image classification[J]. Chinese Journal of Liquid Crystals and Displays, 2025, 40(4): 630

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    Paper Information

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    Received: Aug. 28, 2024

    Accepted: --

    Published Online: May. 21, 2025

    The Author Email: Aili WANG (aili925@hrbust.edu.cn)

    DOI:10.37188/CJLCD.2024-0254

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