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Comparison of hyperspectral imaging with conventional RGB imaging for quality evaluation of Agaricus bisporus mushrooms.

机译:高光谱成像与常规RGB成像的比较,用于评估双孢蘑菇的质量。

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摘要

The potential of hyperspectral imaging in the Vis-NIR range (400-1000 nm) for evaluating the quality of button mushrooms was compared to conventional RGB imaging using a digital colour camera. Regression models were built to correlate hyperspectral and RGB imaging data with measured Hunter L colour values. Prediction maps were generated from both hyperspectral and RGB imaging data to compare performance of the models at pixel level. Results presented showed that hyperspectral imaging is more suitable than conventional RGB imaging for evaluating mushroom quality.
机译:将Vis-NIR范围(400-1000 nm)中的高光谱成像潜力用于评估蘑菇的质量,并与使用数字彩色相机的常规RGB成像进行了比较。建立了回归模型,以将高光谱和RGB成像数据与测得的Hunter L颜色值相关联。从高光谱和RGB成像数据生成预测图,以比较模型在像素级别的性能。呈现的结果表明,高光谱成像比常规RGB成像更适合评估蘑菇质量。

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