Study on the Classification of Lipsticks Using Raman Spectroscopy and X-Ray Fluorescence

Jin Li; Hong Jiang; Mu Si; Minfan Chen

doi:10.3788/LOP212662

[1] Sharma S, Chophi R, Kumar R et al. Differentiation of locally manufactured Kajal by attenuated total reflectance fourier transform infrared spectroscopy supported by chemometric analysis[J]. Forensic Science International, 303, 109930(2019).

[2] Wang X, Xi D, Jiang H et al. Detection of lipstick by XRF combined with cluster analysis[J]. Chemical Research and Application, 32, 1920-1923(2020).

[3] Zhang J, Jiang H, Duan B et al. Differential Raman spectroscopy combined with chemometrics to test test[J]. Laser & Optoelectronics Progress, 58, 203000(2021).

[4] Qin J, Yang Y Z. Optical inspection of lip print on the surface of red object[J]. Journal of Yunnan Police College, 108-114(2018).

[5] Jiang H, Wang H B. Analysis of lipsticks by Fourier transform infrared spectrophotometer[J]. Forensic Science and Technology, 20-24(2010).

[6] Jiang H, Liu D J, Shi H Q et al. TLC scanning method for testing lipstick samples[J]. Journal of Chinese People’s Public Security University (Science and Technology), 15, 9-12(2009).

[7] Sumiyani R, Diatmika I K C, Muslimah N H et al. Analysis of red colorants and heavy metals in lipstick at traditional market in Surabaya[J]. IOP Conference Series: Materials Science and Engineering, 1053, 012083(2021).

[8] Munir A, Hayyat M U, Shahzad L et al. Assessment of heavy metals concentrations in commercially available lipsticks in Pakistan[J]. Environmental Forensics, 21, 259-266(2020).

[9] Salahioglu F, Went M J. Differentiation of lipsticks by Raman spectroscopy[J]. Forensic Science International, 223, 148-152(2012).

[10] Wang Q R. Research and application of functional principal components analysis and functional linear regression model[D](2020).

[11] Ma X, Jiang H, Yang J Q et al. Infrared spectroscopic analysis of disposable plastic food box based on chemometrics[J]. Journal of Analytical Science, 36, 245-249(2020).

[12] Wang L J. Research and application of clustering algorithm based on bigdata[D](2017).

[13] Hu T Y, Yang G, Chen B et al. Pearson correlation test-based ARIMA model of displacement prediction[J]. Water Resources and Hydropower Engineering, 47, 71-75(2016).

[14] Zhao L N. Research and improvement of fisher discriminant analysis method[D](2013).

[15] He X L, Ma Y, Wang J F et al. Rapid qualitative and quantitative identification of vehicle bumpers based on mid-infrared spectroscopy[J]. Engineering Plastics Application, 47, 122-126(2019).

[16] Yan W J, Wei C J, Fan L Y et al. Study on microscopic laser Raman spectroscopy of automobile lampshade based on fisher discriminant-support vector machine[J]. China Plastics, 35, 124-129(2021).

[17] He S S, Li H, Yu Y T. Application of SPSS in multivariate statistical analysis of environmental testing indexes[J]. Science & Technology Association Forum, 120-121(2012).

[18] Sun K, Zhang Z J, Meng F et al. Experimental verification of group non-membership in optical circuits[J]. Photonics Research, 9, 1745-1751(2021).

[19] Huang J H, Yang L, Xia Y et al. The use of confocal micro Raman spectroscopy for the identification of natural organic materials used in cultural relics[J]. Sciences of Conservation and Archaeology, 26, 1-6(2014).

[20] Liu Y, Wang Y, Chen W. Research on Fenhe River water quality based on principal component analysis and cluster analysis[J]. Journal of North China Institute of Science and Technology, 14, 76-81(2017).

[21] Yu Y, Xiao T H, Wu Y Z et al. Roadmap for single-molecule surface-enhanced Raman spectroscopy[J]. Advanced Photonics, 2, 014002(2020).

[22] Zhou S Y, Le V, Xiong S L et al. Dual-comb spectroscopy resolved three-degree-of-freedom sensing[J]. Photonics Research, 9, 243-251(2021).

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

[24] Jiang H, Fu J Z, Wang P et al. Study on the classification of plastic slipper soles by Raman spectrum[J]. Chemical Research and Application, 32, 1155-1160(2020).

[25] Liu F, Zhong K, Han M. Fault classification based on optimized multi-kernel local fisher discriminant analysis[J]. Information and Control, 50, 582-590, 601(2021).

[26] Wang G B, Liu Y L, Huang L P. Rotor fault diagnosis based on kernel Schur-orthogonal local Fisher discriminant[J]. Chinese Journal of Scientific Instrument, 31, 1005-1009(2010).

[27] Zhu X H, Hu Y N, He X Y et al. Detection of disposable paper cup by Raman spectroscopy and PCA[J]. China Pulp & Paper, 39, 38-42(2020).

[28] Zhu X H, Jiang H. X-ray fluorescence spectrometry combined with Raman spectroscopy analysis for disposable plastic shoe covers[J]. Chemical Research and Application, 31, 1927-1930(2019).

[29] Wang Y. The Reform of Public Security Work under the Background of Big Data[J]. PC Fan, 150(2018).

[30] Jiang H, Tian L C, Wang Y L et al. Differential Raman spectroscopy combined with cluster analysis for inspection of food plastic packaging box[J]. Packaging Engineering, 42, 85-93(2021).