Study of light penetration depth of a Vis-NIR hyperspectral imaging system for the assessment of fruit quality. A case study in persimmon fruit

被引:14
作者
Rodriguez-Ortega, Alejandro [1 ]
Aleixos, Nuria [1 ]
Blasco, Jose [2 ]
Albert, Francisco [1 ]
Munera, Sandra [1 ]
机构
[1] Univ Politecn Valencia, Dept Ingn Graf, Camino Vera S-N, Valencia 46022, Spain
[2] Inst Valenciano Invest Agr IVIA, Ctr Agroingn, Carretera CV-315,Km 10-7, Moncada 46113, Spain
关键词
Light depth penetrability; Fruit; Scattering; Absorption; Optical properties; Hyperspectral imaging; EARLY DECAY DETECTION; DIFFUSE-REFLECTANCE; OPTICAL-ABSORPTION; NONINVASIVE DETERMINATION; INTERNAL QUALITY; SCATTERING; TRANSMITTANCE; ATTRIBUTES; PREDICTION; SPECTRA;
D O I
10.1016/j.jfoodeng.2023.111673
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Hyperspectral imaging (HSI) is one of the most studied optical techniques to estimate the internal quality of fruits and vegetables. Absorbance and reflectance of the light radiation are specific to each biological tissue and are directly related to its chemical composition and physical characteristics. These properties are influenced by other extrinsic factors, such as the instrumentation or the light source, which can reduce the reproducibility of the experiments. Determining the actual depth of light penetration into tissue could help validate non-contact methods as accurate tools to assess quality properties based on optical properties. In the case of HSI systems, it is crucial to know how far the light penetrates at each wavelength. A non-destructive approach, based on the spatially resolved spectroscopic principle, was proposed to estimate the light penetration depth of a HSI system in a Vis-NIR configuration (in the range 450-1050 nm). This method was applied to measure the light penetration depth in persimmon fruit. The absorption (mu(a)) and scattering (mu'(s)) coefficients from Farrell's diffusion theory were estimated using the backscattered light measured at different distances from the incident point light at each wavelength in hyperspectral images of persimmon fruit. The actual light penetration depth was obtained by measuring the reflectance of cut pieces of persimmon fruit with different thicknesses. Linear regression was used to relate the depth of penetrability obtained by both protocols, the estimated or non-destructive protocol and the actual or destructive protocol, showing a high relationship (R-2 > 0.8 and RPD>2.5) in the range 610-1050 nm. This confirms that this non-destructive approach proposed for estimating the light penetration depth of a Vis-NIR HSI system in persimmon fruit is accurate, so it could be used as a valuable method to evaluate other HSI systems for different fruits.
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页数:9
相关论文
共 49 条
  • [11] Selected primary and secondary metabolites in fresh persimmon (Diospyros kaki Thunb.): A review of analytical methods and current knowledge of fruit composition and health benefits
    Giordani, Edgardo
    Doumett, Saer
    Nin, Stefania
    Del Bubba, Massimo
    [J]. FOOD RESEARCH INTERNATIONAL, 2011, 44 (07) : 1752 - 1767
  • [12] Comparison of Reflectance and Interactance Modes of Visible and Near-Infrared Spectroscopy for Predicting Persimmon Fruit Quality
    Hemrattrakun, Phuangphet
    Nakano, Kazuhiro
    Boonyakiat, Danai
    Ohashi, Shintaroh
    Maniwara, Phonkrit
    Theanjumpol, Parichat
    Seehanam, Pimjai
    [J]. FOOD ANALYTICAL METHODS, 2021, 14 (01) : 117 - 126
  • [13] Hu D, 2015, T ASABE, V58, P1387
  • [14] A two-step parameter optimization algorithm for improving estimation of optical properties using spatial frequency domain imaging
    Hu, Dong
    Lu, Renfu
    Ying, Yibin
    [J]. JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2018, 207 : 32 - 40
  • [15] Imaging depth variations in hyperspectral imaging: Development of a method to detect tumor up to the required tumor-free margin width
    Kho, Esther
    de Boer, Lisanne L.
    Post, Anouk L.
    Van de Vijver, Koen K.
    Jozwiak, Katarzyna
    Sterenborg, Henricus J. C. M.
    Ruers, Theo J. M.
    [J]. JOURNAL OF BIOPHOTONICS, 2019, 12 (11)
  • [16] Spatially resolved absolute diffuse reflectance measurements for noninvasive determination of the optical scattering and absorption coefficients of biological tissue
    Kienle, A
    Lilge, L
    Patterson, MS
    Hibst, R
    Steiner, R
    Wilson, BC
    [J]. APPLIED OPTICS, 1996, 35 (13): : 2304 - 2314
  • [17] Light penetration properties of NIR radiation in fruit with respect to non-destructive quality assessment
    Lammertyn, J
    Peirs, A
    De Baerdemaeker, J
    Nicolaï, B
    [J]. POSTHARVEST BIOLOGY AND TECHNOLOGY, 2000, 18 (02) : 121 - 132
  • [18] Optical non-destructive techniques for small berry fruits: A review
    Li, Shuping
    Luo, Hongpei
    Hu, Menghan
    Zhang, Miao
    Feng, Jianlin
    Liu, Yangtai
    Dong, Qingli
    Liu, Baolin
    [J]. ARTIFICIAL INTELLIGENCE IN AGRICULTURE, 2019, 2 : 85 - 98
  • [19] Laser-light backscattering imaging for early decay detection in citrus fruit using both a statistical and a physical model
    Lorente, D.
    Zude, M.
    Idler, C.
    Gomez-Sanchis, J.
    Blasco, J.
    [J]. JOURNAL OF FOOD ENGINEERING, 2015, 154 : 76 - 85
  • [20] Early decay detection in citrus fruit using laser-light backscattering imaging
    Lorente, D.
    Zude, M.
    Regen, C.
    Palou, L.
    Gomez-Sanchis, J.
    Blasco, J.
    [J]. POSTHARVEST BIOLOGY AND TECHNOLOGY, 2013, 86 : 424 - 430