Journal of Applied Optics, Volume. 44, Issue 4, 801(2023)

Hyperspectral concealed target detection based on ACE algorithm

Xuhui ZHANG*... Hong WEI, Xiying HUANG, Lei SONG, Peizhen LIU, Tao LI, Jiaoying WANG, Kailuan XU, Xuan LIU and Jie WANG |Show fewer author(s)
Author Affiliations
  • Xi'an Institute of Applied Optics, Xi'an 710065, China
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    Figures & Tables(10)
    Flow chart of ACE improved algorithm
    Spectral curves of various targets
    Comparison of target spectral characteristic curves
    Principle and physical object of push-broom hyperspectral camera
    Images acquired by push-broom hyperspectral camera
    Comparison of detection results of each detection algorithm
    Comparison of detection results of each detection algorithm
    Comparison of ROC of different algorithms
    • Table 1. Parameters of push-broom hyperspectral camera

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      Table 1. Parameters of push-broom hyperspectral camera

      参数范围
      波长范围/nm400~1000
      色散/(nm/mm)97.5
      光谱分辨率/nm2.8
      图像分辨率/像素800×600
      光圈F/2.4
      镜头接口标准C接口
    • Table 2. Comparison of algorithm performances

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      Table 2. Comparison of algorithm performances

      算法SAMACECEM本文算法
      AUC0.79220.88160.91390.9520
      运行时间/s0.985341.516811.361581.53467
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    Xuhui ZHANG, Hong WEI, Xiying HUANG, Lei SONG, Peizhen LIU, Tao LI, Jiaoying WANG, Kailuan XU, Xuan LIU, Jie WANG. Hyperspectral concealed target detection based on ACE algorithm[J]. Journal of Applied Optics, 2023, 44(4): 801

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    Paper Information

    Category: Research Articles

    Received: May. 10, 2022

    Accepted: --

    Published Online: Aug. 10, 2023

    The Author Email: ZHANG Xuhui (13260875675@163.com)

    DOI:10.5768/JAO202344.0402005

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