胡栋, 孙通, 应义斌. 基于结构光反射成像的水果果皮和果肉光学特性参数测量[J]. 农业工程学报, 2020, 36(7): 284-291. DOI: 10.11975/j.issn.1002-6819.2020.07.033
    引用本文: 胡栋, 孙通, 应义斌. 基于结构光反射成像的水果果皮和果肉光学特性参数测量[J]. 农业工程学报, 2020, 36(7): 284-291. DOI: 10.11975/j.issn.1002-6819.2020.07.033
    Hu Dong, Sun Tong, Ying Yibin. Measurement of optical property parameters of fruit skin and flesh using structured illumination reflectance imaging[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2020, 36(7): 284-291. DOI: 10.11975/j.issn.1002-6819.2020.07.033
    Citation: Hu Dong, Sun Tong, Ying Yibin. Measurement of optical property parameters of fruit skin and flesh using structured illumination reflectance imaging[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2020, 36(7): 284-291. DOI: 10.11975/j.issn.1002-6819.2020.07.033

    基于结构光反射成像的水果果皮和果肉光学特性参数测量

    Measurement of optical property parameters of fruit skin and flesh using structured illumination reflectance imaging

    • 摘要: 光学特性参数准确测量有助于解析光学技术的检测机理,为农产品品质安全检测提供理论依据。结构光反射成像以其宽屏非接触成像、深度辨析和成像分辨率可控等优点,逐渐成为光学特性检测领域的研究热点。该研究首先通过已知光学特性的双层样本对结构光反射成像系统进行标定,然后利用该系统采集苹果、猕猴桃和芒果的结构光反射图像,结合分步方法进行图像解调和参数拟合,从而得到果皮和果肉组织的吸收系数和约化散射系数,最后比较该技术与单积分球技术测得的光学特性差异,并分析潜在影响因素。结果表明:双层标定样本首层和次层组织的光学特性测量误差分别小于19%和28%;水果果皮组织的光学特性参数普遍高于果肉组织,果皮和果肉组织的吸收系数曲线能反映色素等成分在特定波长的吸收峰;切片组织离体时间和厚度测量误差均会对单积分球技术测量水果组织光学特性产生不可忽略的影响。该研究为双层组织光学特性参数的准确测量提供新方法。

       

      Abstract: Abstract: Light absorption and scattering are two basic phenomena during the interaction of light with biological tissues, which are characterized by the absorption coefficient and reduced scattering coefficients. Measurement of the optical properties has always been an important research topic, because they are related to the tissue chemical constituents and physical structures. Moreover, quantification of the optical properties can help us to understand light propagation in biological tissues, interpret measurement data, optimize optical devices, and improve food quality and safety assessment. Much research on optical properties measurement has been focused on biological tissues that can be simplified as homogeneous media. However, most fruits are composed of distinct layers with different optical properties. It is thus desired that appropriate multilayer models should be used to estimate optical properties of each layer. Due to complicated analytical models and parameter estimation procedures, optical properties measurement of two-layered turbid media is prone to error, which has brought a major challenge. As a relatively new optical technique, structured illumination reflectance imaging (SIRI) has shown the capability in measuring optical properties during the last decade, due to its advantages of wide-field imaging, and depth- and resolution-varying characterization. In this research, a SIRI system, which was mainly composed of the light source, digital projector, high-performance CCD camera, liquid crystal tunable filter and sample stage, was first constructed and calibrated using two-layered samples with known optical properties. Then images of three varieties of fruit (i.e., apples, kiwifruits, and mangos) were captured using the calibrated SIRI system. Coupled with the stepwise method for image demodulation and inverse parameter estimation, optical properties of the fruit skin and flesh were estimated, respectively. Finally, the discrepancies for estimating the optical properties between the SIRI and single integrating sphere (SIS) techniques were compared, and the potential influencing factors were also analyzed and discussed. The results showed that the errors of absorption and reduced scattering coefficient estimation for the first and second layer of two-layered samples with known optical properties were less than 19% and 28%, respectively. This demonstrated that the SIRI system, coupled with the stepwise method, was able to estimate the optical properties of two-layered turbid media with an acceptable accuracy. An absorption peak was observed in the absorption coefficient spectra of the skin and flesh tissues for all three kinds of fruit, due to pigment constituents, and its peak value depended largely on the pigment content. The absorption and reduced scattering coefficients of the skin tissues were much larger than those of the flesh tissues, which was especially obvious for kiwifruits. Moreover, both the time of sliced tissue and the errors for measuring thickness had a significant effect on optical properties estimation using the SIS technique. This study provides a new method for accurate measurement of optical properties of two-layered fruits, and could lay the theoretical foundation for nondestructive detection of fruit quality (e.g., soluble solids contents and firmness) based on the tissue optical properties. Further research could focus on the measurement of two- and three-dimension optical properties maps using the depth-varying capability of the SIRI technique.

       

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