Spectroscopy and Spectral Analysis, Volume. 42, Issue 6, 1985(2022)

Nondestructive Determinations of Texture and Quality of Preserved Egg Gel by Hyperspectral Method

Yuan-zhe CHEN*, Qiao-hua WANG1; 2; *;, Wen-qiang TIAN1;, Bu-yun XU1;, and Jian-chao HU1;
Author Affiliations
  • 1. College of Engineering, Huazhong Agricultural University, Wuhan 430070, China
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    Figures & Tables(11)
    Samples of preserved eggs in different qualities
    Hyperspectral imaging system1: Computer; 2: Dark box; 3: Lights; 4: Lens;5: CCD camera; 6: Spectrograph; 7: Stepper motor
    Original (a) and mean (b) spectra of egg samples
    Parameter statistics of gel texture
    Correlation between hardness and spectral data transfer (a), correlation between springiness and spectral data transfer (b)
    (a) Two-dimensional correlation synchronization spectra of texture properties of preserved egg gel, (b) 3D stereo plots, (c) Autocorrelation spectra
    Hardness characteristic wavelength distribution (a), springiness characteristic wavelength distribution (b)
    Scatter plot of textural hardness prediction (a), scatter plot of springiness prediction (b)
    Confusion matrix of prediction results and ROC curves of different models
    • Table 1. Maximum correlation coefficient and sensitive band of texture properties of preserved egg gel

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      Table 1. Maximum correlation coefficient and sensitive band of texture properties of preserved egg gel

      质构指标硬度/N弹性/%
      最大相关系数波长范围/nm最大相关系数波长范围/nm
      光谱MSC变换-0.832541~7780.714450~523
      光谱CR变换-0.871537~8030.782450~519
      光谱FD变换0.813541~601, 652~731, 742~753, 802~8420.862472~491, 517~603, 654~821, 846~950
      光谱CR-FD变换0.882541~599, 654~726, 728~741, 799~8400.862474~490, 513~599, 657~825, 851~950
    • Table 2. Prediction results of PLSR models for hardness and springiness of preserved egg

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      Table 2. Prediction results of PLSR models for hardness and springiness of preserved egg

      质构指标降维方法波长数量因子数校正集预测集RPD
      Rc2RMSECRp2RMSEP
      硬度/N434200.7320.9850.6931.3271.7
      SPA980.7820.8460.7231.1051.6
      CARS25120.8230.8930.7860.8761.8
      GA1180.7670.7540.7450.9431.7
      PSO20100.8720.8150.8260.8742.0
      UVE19130.8341.1640.8041.2541.8
      弹性/%434190.7520.3570.7310.4861.8
      SPA870.8360.3640.7920.4351.6
      CARS25180.8750.2480.8480.3562
      GA26100.8430.3720.8230.4171.9
      PSO23120.9260.3180.8860.4021.9
      UVE22130.8340.3670.8150.4761.8
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    Yuan-zhe CHEN, Qiao-hua WANG, Wen-qiang TIAN, Bu-yun XU, Jian-chao HU. Nondestructive Determinations of Texture and Quality of Preserved Egg Gel by Hyperspectral Method[J]. Spectroscopy and Spectral Analysis, 2022, 42(6): 1985

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    Paper Information

    Category: Research Articles

    Received: May. 8, 2021

    Accepted: --

    Published Online: Nov. 14, 2022

    The Author Email: CHEN Yuan-zhe (462935614@qq.com)

    DOI:10.3964/j.issn.1000-0593(2022)06-1985-08

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