• Laser & Optoelectronics Progress
  • Vol. 60, Issue 10, 1030003 (2023)
Zhaowei Jie1, Zhiyu Wang1, Jifen Wang1,*, Yijian Sun1..., Zhen Zhang1, Wenping Li2 and Yiqing Kong3|Show fewer author(s)
Author Affiliations
  • 1School of Investigation, People's Public Security University of China, Beijing 100038, China
  • 2Qingdao Qingyuanfengda Terahertz Technology Co., Ltd., Qingdao 266100, Shandong, China
  • 3Anti-Doping Center of the State Administration of Sports, Beijing 100029, China
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    DOI: 10.3788/LOP220773 Cite this Article Set citation alerts
    Zhaowei Jie, Zhiyu Wang, Jifen Wang, Yijian Sun, Zhen Zhang, Wenping Li, Yiqing Kong. Terahertz Time-Domain Spectral Pattern Recognition for Weight Loss Drugs Based on Feature Fusion[J]. Laser & Optoelectronics Progress, 2023, 60(10): 1030003 Copy Citation Text show less
    References

    [1] Li F. Implement the “No. 7 procuratorial suggestion” and strengthen the supervision of delivery safety[N]. China Narcotics Control News.

    [2] Hu D F. “IT man” was sentenced for cross-border delivery of psychotropic drugs[N]. Shanghai Rule of Law News.

    [3] Beshenkov V G, Znamenskii A G, Irzhak A V et al. Method of phase composition diagnostics of lead zirconate titanate films based on Raman spectra[J]. Applied Surface Science, 562, 149937(2021).

    [4] Genis D O, Sezer B, Durna S et al. Determination of milk fat authenticity in ultra-filtered white cheese by using Raman spectroscopy with multivariate data analysis[J]. Food Chemistry, 336, 127699(2021).

    [5] Blades M, Ignatova T, Ta H Q et al. Classification of graphene Islands via confocal Raman spectra cluster analysis[J]. ECS Meeting Abstracts, 817(2017).

    [6] Zhao G Z. Progress on terahertz science and technology[J]. Foreign Electronic Measurement Technology, 33, 1-6, 20(2014).

    [7] Spies J A, Neu J, Tayvah U T et al. Terahertz spectroscopy of emerging materials[J]. The Journal of Physical Chemistry C, 124, 22335-22346(2020).

    [8] Liu S G. Recent development of terahertz science and technology[J]. China Basic Science, 8, 7-12(2006).

    [9] Yang S H, Jarrahi M. Navigating terahertz spectrum via photomixing[J]. Optics and Photonics News, 31, 36-43(2020).

    [10] Liu Y D, Xu Z, Hu J et al. Research on quality of agricultural products by terahertz spectroscopy[J]. Laser & Optoelectronics Progress, 58, 0100005(2021).

    [11] Liu S G, Zhong R B. Recent development of terahertz science and technology and it’s applications[J]. Journal of University of Electronic Science and Technology of China, 38, 481-486(2009).

    [12] Lian F Y, Ge H Y, Ju X J et al. Quantitative analysis of trans fatty acids in cooked soybean oil using terahertz spectrum[J]. Journal of Applied Spectroscopy, 86, 917-924(2019).

    [13] Rao J Q, Chen L Y, Bai P P et al. Identification of four origins of curcuma based on terahertz time-domain spectroscopy[J]. Laser & Optoelectronics Progress, 58, 2200002(2021).

    [14] Yin X H, Liu Y, He W et al. Classification and recognition of vulcanized rubber and its auxiliary based on MPSO-SVM[J]. Laser Technology, 45, 7-12(2021).

    [15] Linardatos P, Papastefanopoulos V, Kotsiantis S. Explainable AI: a review of machine learning interpretability methods[J]. Entropy, 23, 18(2020).

    [16] Cheng T T, Wang K J, Han X Z et al. Detection method of mutton adulteration based on PSO-LSSVM and characteristic wavelengths extraction[J]. Food & Machinery, 36, 46-50(2020).

    [17] Wei M M, Lu H X, Yang H H. Research on blood species identification algorithm based on RF-AdaBoost model[J]. Chemical Journal of Chinese Universities, 41, 94-101(2020).

    [18] Zhang K X, Luo F F, Wei B Z. Analysis and research on spectrum signal of mice blood based on Hilbert-Huang transform[J]. China Medical Equipment, 11, 12-14(2014).

    [19] Li Y, Gao M G, Tong J J et al. Study on Fourier transform infrared spectrum processing method based on Butterworth filter[J]. Chinese Journal of Quantum Electronics, 38, 780-787(2021).

    [20] Chen T J, Wang Y L, Pu X Y. The application of fast Fourier transform in the noise smoothing of weak Raman spectrum[J]. Journal of Yunnan University (Natural Sciences), 27, 509-513(2005).

    [21] Huang C W, Dai L K, Dong X F. The application of piecewise direct standardization with SNV in calibration transfer of Raman spectra[J]. Spectroscopy and Spectral Analysis, 31, 1279-1282(2011).

    [22] Zhang Y J, He B D, Fu X H et al. Raman spectra combined with PSO-LSSVM algorithm for detecting the components in ternary blended edible oil[J]. Spectroscopy and Spectral Analysis, 37, 2440-2445(2017).

    [23] Xiong Z X, Liu Y Y, Wang Y et al. Application of particle swarm optimization based on least square support vector machine in quantitative analysis of Klason lignin of mixed wood using near-infrared spectroscopy[J]. Transactions of China Pulp and Paper, 35, 45-51(2020).

    [24] Yu C B, Xi Z W, Lu Y L et al. K/S value prediction of cotton fabric using PSO-LSSVM[J]. Textile Research Journal, 90, 2581-2591(2020).

    [25] Wu Y L, Chen Y Y, Lian X Q et al. Study on the identification method of citrus leaves based on hyperspectral imaging technique[J]. Spectroscopy and Spectral Analysis, 41, 3837-3843(2021).

    [26] Wang Y, Zhe S, Zhou N et al. Classification of terahertz rosewood based on continuous projection algorithm and random forest[J]. Spectroscopy and Spectral Analysis, 39, 2719-2724(2019).

    Zhaowei Jie, Zhiyu Wang, Jifen Wang, Yijian Sun, Zhen Zhang, Wenping Li, Yiqing Kong. Terahertz Time-Domain Spectral Pattern Recognition for Weight Loss Drugs Based on Feature Fusion[J]. Laser & Optoelectronics Progress, 2023, 60(10): 1030003
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