Laser & Optoelectronics Progress, Volume. 59, Issue 18, 1830002(2022)

Spectral Pattern Recognition and Traceability Analysis of Human Fingernail Based on Machine Learning

Wei Hou1, Jifen Wang1、*, and Yiran Liu2
Author Affiliations
  • 1School of Investigation, People’s Public Security University of China, Beijing 100038, China
  • 2School of Police Administration, People’s Public Security University of China, Beijing 100038, China
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    References(18)

    [1] He X L, Mei H C, Wang J F et al. Research and application on hydrogen and oxygen stable isotopes of human fingernails in forensic science[J]. Acta Anthropologica Sinica, 39, 483-494(2020).

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    [5] He Y, Liu C J, Mei H C et al. Study on the difference of hydrogen and oxygen stable isotope ratios of Aksu, Lianyungang and Huai’an urban residents’ hair[J]. Journal of Chinese Mass Spectrometry Society, 40, 575-583(2019).

    [7] Wang H Y, Lü Y, Wang F et al. Study on FTIR spectra of finger nails of normal people and patients of esophagus cancer[J]. Spectroscopy and Spectral Analysis, 28, 331-334(2008).

    [13] Hou W, Wang J F. Rapid identification of the black marker ink based on infrared fingerprint spectroscopy[J]. Laser Technology, 44, 436-440(2020).

    [14] Pan L J, Chen W F, Cui R F et al. Quantitative analysis of aluminum alloy based on laser-induced breakdown spectroscopy and radial basis function neural network[J]. Laser & Optoelectronics Progress, 57, 295-301(2020).

    [15] Hou W, Wang J F, He X L. Spectral classification and identification of methamphetamine and its common additives based on multivariate modeling[J]. Laser & Optoelectronics Progress, 2021, 0330003.

    [17] Ma Y J, Ma Y T, Chen J H. Vehicle recognition based on multilayer features of convolutional neural network and support vector machine[J]. Laser & Optoelectronics Progress, 56, 141001(2019).

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    Wei Hou, Jifen Wang, Yiran Liu. Spectral Pattern Recognition and Traceability Analysis of Human Fingernail Based on Machine Learning[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1830002

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    Paper Information

    Category: Spectroscopy

    Received: May. 15, 2021

    Accepted: Jul. 27, 2021

    Published Online: Sep. 5, 2022

    The Author Email: Wang Jifen (wangjifen58@126.com)

    DOI:10.3788/LOP202259.1830002

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