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基于图像处理技术的米饭外观评价方法研究
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Research on evaluation method of appearance quality of cooked rice based on image processing technology
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    摘要:

    为了准确评价米饭外观品质,采用图像处理技术获取米饭外观特征值,探讨其特征值与感官评价值的相关关系。结果表明:籼米品种之间的差异较粳米的大,感官评价主观性较强;通过图像处理技术获取的米饭外观测定指标与感官评价各指标具有很好的相关性;以各外观感官评价指标为因变量所建立的回归方程及回归系数均达到了显著性水平,其预测结果与感官评价结果相一致,其中以总分为因变量建立的回归方程预测值与感官评分值的R2为0.976,拟合度较高。因此,可以利用图像处理技术替代部分外观感官评价对米饭外观进行准确地评价。

    Abstract:

    In order to evaluate the appearance quality of cooked rice accurately,the appearance eigenvalues of cooked rice was measured by image processing technology, the correlativity between eigenvalues and sensory evaluation was investigated. The results showed that the difference in variety of indica rice was bigger than japonica rice,and the subjectivity existed by sensory evaluation. There was a good correlation between test indicators based on image processing technology and sensory evaluation of cooked rice. The regression equations and the regression coefficients which were built by various sensory evaluation indices(as dependent variables) reached significant level, and the predicted results were consistent with the results from sensory evaluation, the fitting degree between predicted value and sensory score was high up to 97.6%. So appearance sensory evaluation can be replaced partly by image processing technique to evaluate the appearance of cooked rice accurately.

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张玉荣,邢晓丽,周显青,景桂文.基于图像处理技术的米饭外观评价方法研究[J].粮油食品科技,2014,22(5):33-37.

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  • 在线发布日期: 2014-10-13
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