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Recent Advances in the Application of Hyperspectral Imaging for Evaluating Fruit Quality

机译:高光谱成像技术在评估水果品质方面的最新进展

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摘要

The quality of fruit is a very important measure in determining the market value of the fruit. Good fruit quality provides great potential benefits for antioxidant properties of abundant bioactive compounds such as flavonoids, anthocyanins, polyphenols, and ascorbic acid. Therefore, giving enough attention to fruit quality and its changes is important for assuring high quality of fruits. Hyperspectral imaging (HSI) technique has showed great potential for evaluating quality attributes of fruit due to its nature of simple, continuous noninvasiveness and economy. However, for inherent peculiarity of fruit, some problems arose in the practice of estimating fruit quality by HSI, including focusing, determination of scanning parameters, image processing, data mining, and data analysis. The purpose of this paper is to review the use of HSI in the estimation of physical-chemical attributes, detection of common defects and contaminants, and evaluation of maturity stage of fruit. Remaining problems are also identified, along with suggested solutions and possible future trends in the field.
机译:水果的质量是确定水果市场价值的重要指标。良好的水果品质为丰富的生物活性化合物(例如黄酮类,花青素,多酚和抗坏血酸)的抗氧化特性提供了巨大的潜在益处。因此,充分注意水果的品质及其变化对于确保水果的高质量非常重要。高光谱成像(HSI)技术由于其简单,连续的非侵入性和经济性而具有评估水果质量属性的巨大潜力。但是,由于水果固有的特性,在通过HSI估计水果质量的实践中出现了一些问题,包括聚焦,扫描参数的确定,图像处理,数据挖掘和数据分析。本文的目的是回顾一下HSI在估计物理化学属性,检测常见缺陷和污染物以及评估果实成熟阶段中的用途。还确定了仍然存在的问题,以及建议的解决方案和该领域可能的未来趋势。

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