• Laser & Optoelectronics Progress
  • Vol. 58, Issue 8, 0830004 (2021)
Jin Zhang1, Hong Jiang1、*, Feng Liu2, and Bin Duan2
Author Affiliations
  • 1School of Investigation, People's Public Security University of China, Beijing 100038, China
  • 2Nanjing Jianzhi Instrument and Equipment Co., Ltd., Nanjing, Jiangsu 210049,China
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    DOI: 10.3788/LOP202158.0830004 Cite this Article Set citation alerts
    Jin Zhang, Hong Jiang, Feng Liu, Bin Duan. Differential Raman Spectroscopy Visualization and Rapid Identification of Shoe Sole Materials[J]. Laser & Optoelectronics Progress, 2021, 58(8): 0830004 Copy Citation Text show less
    References

    [1] Lin X K, Lin O W, Hu X H et al. Research on ATR-FTIR rapid identification method of sole materials[J]. China Measurement & Test, 43, 45-49(2017).

    [2] Wang J F, Gao C F, Xu B Q et al. Rapid identification of sole materials with mid-infrared visible spectroscopy[J]. China Plastics, 33, 101-105(2019).

    [3] Wang D, Jiang H. Correlation analysis between leather shoes materials and Fourier transform infrared spectroscopy[J]. Leather Science and Engineering, 29, 50-54(2019).

    [4] Hu H P, Gan C F. Analysis on the identification of sole materials[J]. Textile Testing and Standard, 3, 11-13(2017).

    [5] Wu Q H, Zhang Z Y. Analysis of sole materials by Fourier transform infrared spectroscopy[J]. Analysis and Testing Technology and Instruments, 23, 24-28(2017).

    [6] Jiang H, Fan Y, Wang J G et al. Study on the test of rubber soles by X-ray fluorescent spectrum[J]. Infrared and Laser Engineering, 46, 326-331(2017).

    [7] Wu R J, Jiang H. A study on discrimination of plastic slipper by SEM/EDS[J]. Shanghai Plastics, 18-22(2017).

    [8] Fang G, Yin L, Liu F et al. Application research of fluorescence suppression based on differential Raman technique[J]. Laser Technology, 43, 359-362(2019).

    [9] Tang Z J, Zhang M M, Lu T J et al. Application of portable differential Raman spectroscopy in the identification of amber[C]. //China International Jewelry Conference. [S.l.:s.n.], 426-430(2019).

    [10] Li Z H, Shen J, Bian R H et al. Accuracy comparison of the machine learning algorithm used to Raman real sample collection in the front line of public security[J]. Spectroscopy and Spectral Analysis, 39, 2171-2175(2019).

    [11] Han Z R, Huang W Q, Wang H X et al. The identification of the natural rubber with different labels by Raman spectra[J]. Journal of Guiyang University (Natural Sciences), 3, 41-43(2008).

    [12] He Y J, Jing X B, Wang F S. Micro-structure determination of polybutadienes by Raman spectroscopy[J]. Chinese Journal of Analytical Chemistry, 16, 1065-1069(1988).

    [13] Dong K, Rao Z F, Yang X Y et al. Determination of several plastic by Raman spectroscopy[J]. China Plastics Industry, 39, 67-70(2011).

    [14] Wang Z G, Wang C H, Sun S Q et al. Fourier transform Raman spectroscopy inspection of rubber[J]. Journal of Chinese the People's Public Security University (Natural Science), 8, 14-17(2002).

    [15] Cao X Y, Jin S Z, Hou B et al. Pollen detection and classification method via Raman spectroscopy[J]. Laser & Optoelectronics Progress, 57, 133001(2020).

    [16] Song H S, Ma L Z, Wang Y F et al. Recognition of formaldehyde, methanol based on PCA-BP neural network[J]. Laser & Optoelectronics Progress, 57, 071201(2020).

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

    [18] Ji Y P, Yang Y H, Huang S J. Identification of wool and cashmere based on decision tree algorithm[J]. Journal of Textile Research, 34, 16-20(2013).

    [19] Zhang M M, Liu Y A, Song P. Applications of partial connection clustering algorithm and random forest algorithm in radar signal sorting[J]. Laser & Optoelectronics Progress, 56, 062804(2019).

    [20] Liu J G, Li H, Sun D F et al. Land use/cover decision tree classification fusing multi-temporal and multi-spectral of MODIS[J]. Transactions of the Chinese Society of Agricultural Engineering, 26, 312-318,389(2010).

    [21] Chen C Z, Zhang H. Detection of bolt tightness abnormality based on SMOTE and CART decision tree theory[J]. Mechanical Engineer, 1-4(2019).

    [22] Xie L H, Shang T. SPSS statistical analysis and data mining[M], 232-235(2012).

    Jin Zhang, Hong Jiang, Feng Liu, Bin Duan. Differential Raman Spectroscopy Visualization and Rapid Identification of Shoe Sole Materials[J]. Laser & Optoelectronics Progress, 2021, 58(8): 0830004
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