Spectroscopy and Spectral Analysis, Volume. 41, Issue 11, 3524(2021)

Study on Rapid Spectral Reappearing and Hyperspectral Classification of Invisible Writing

Yun-peng LI*, Xue-jing DAI, Meng WANG, Dan WANG, Yi GAO, Ming-jiu WANG, Xin-lin SHI, and Ming-ze LI
Author Affiliations
  • Criminal Investigation Police University of China, Shenyang 110854, China
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    Figures & Tables(14)
    Pilot/Chenguang thermosensitive erasable pen writingbefore erasing (a), (d), after erasing (b), (e), and fluorescent effect (c), (f)
    Fluorescence excitation spectra (a, monitoring wavelength: 716 nm) and 716 nm peak intensities (b, excitating wavelength: 365 nm) of erasable pens
    The micromorphology of erasing part of the bottom half handwrite (a), and the micromorphology of the erased handwriting (b), at 350× magnification
    Angcai handwriting (a), fluorescence of Angcai handwriting (b); handwriting of lemon juice (c), fluorescence of lemon juice (d)
    Fluorescence exitation and emission spectra of Angcai pen and white paper with a monitoring wavelength of 447 nm and a excitating wavelength of 365 nm
    Reflectance spectra of white paper and lemon juice (a), original appearance of lemon juice handwriting (b) and appearance of lemon juice handwriting irradiated by 365 nm beam (c)
    Original appearance of the chenguong handwriting (a), being covered by Pilot (b), the infrared 850 nm appearance (c)
    Microscope image of covered handwriting at 350× magnification
    Transmissivity curves of different brand pen ink on glass (a), reflectivity curves of different brand pen ink on paper (b)
    LCTF imaging spectrometer (a), spectral curves of different kinds of handwriting (b)
    Chenguang erasable pen erasing handwriting, Angcai steganography pen handwriting, lemon juice handwriting (a), and classification result based on hyperspectral image (b)
    • Table 1. List of three kinds of invisible writing samples

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      Table 1. List of three kinds of invisible writing samples

      擦除字迹密写字迹掩盖字迹
      晨光热敏可擦笔
      AKP61115
      昂彩隐形
      荧光笔AS9
      晨光中性笔
      AGP13608
      百乐热敏可擦笔
      LFBK-23EF-B
      柠檬汁百乐走珠笔V5
    • Table 2. Separation degree of pair component

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      Table 2. Separation degree of pair component

      昂彩柠檬汁碳素笔白纸
      晨光1.999 951.995 942.000 001.812 44
      昂彩-1.972 962.000 001.999 38
      柠檬汁--2.000 001.920 65
      碳素笔---2.000 00
    • Table 3. Accuracy evaluation

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      Table 3. Accuracy evaluation

      真实类别晨光昂彩柠檬汁碳素笔白纸合计用户精度/%
      分 类 类 别晨光1 8580103102 16985.66
      昂彩05 11618005 13499.65
      柠檬汁0782 6080502 73695.32
      碳素笔0006430643100.00
      白纸17801830103 263103 62499.65
      合计2 0365 1942 810643103 623114 306
      生产者精度91.26%98.50%92.81%100.00%99.65%
      总精度: 99.284 4%Kappa系数: 0.959 1
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    Yun-peng LI, Xue-jing DAI, Meng WANG, Dan WANG, Yi GAO, Ming-jiu WANG, Xin-lin SHI, Ming-ze LI. Study on Rapid Spectral Reappearing and Hyperspectral Classification of Invisible Writing[J]. Spectroscopy and Spectral Analysis, 2021, 41(11): 3524

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    Paper Information

    Category: Orginal Article

    Received: Jul. 2, 2021

    Accepted: --

    Published Online: Dec. 17, 2021

    The Author Email: LI Yun-peng (lypciomp@126.com)

    DOI:10.3964/j.issn.1000-0593(2021)11-3524-08

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