Biosystems Engineering, School of Agriculture, Food Science and Veterinary Medicine, University College Dublin, Belfield, Dublin 4, Ireland.
Appl Spectrosc. 2010 Mar;64(3):304-12. doi: 10.1366/000370210790918337.
Hyperspectral imaging (HSI) has recently emerged as a useful tool for quality analysis of consumer goods (e.g., food and pharmaceutical products). These products are typically packaged in polymeric film prior to distribution; however, HSI experiments are typically carried out on such samples ex-packaging (either prior to or after removal from packaging). This research examines the effects of polymer packaging films (polyvinyl chloride (PVC) and polyethylene terephthalate (PET)) on spectral and spatial features of HSI data in order to investigate the potential of HSI for quality evaluation of packaged goods. The effects of packaging film were studied for hyperspectral images of samples obtained in the visible-near-infrared (Vis-NIR, i.e., 450-950 nm) wavelength range, which is relevant to many food, agricultural, and pharmaceutical products. The dominant influence of the films tested in this wavelength range could be attributed to light scattering. Relative position of the light source, film, and detector were shown to be highly influential on the scattering effects observed. Detection of features on samples imaged through film was shown to be possible after some data preprocessing. This suggests that quality analysis of products packaged in polymer film is feasible using HSI. These findings would be useful in the development of quality monitoring tools for consumer products post-packaging using HSI.
高光谱成像(HSI)最近已成为消费品(例如食品和药品)质量分析的有用工具。这些产品在分销前通常用聚合物薄膜包装;但是,HSI 实验通常是在包装外的样品上进行(在从包装中取出之前或之后)。这项研究考察了聚合物包装薄膜(聚氯乙烯(PVC)和聚对苯二甲酸乙二醇酯(PET))对 HSI 数据的光谱和空间特征的影响,以研究 HSI 用于包装商品质量评估的潜力。研究了在可见近红外(Vis-NIR,即 450-950nm)波长范围内获得的样品的高光谱图像中包装薄膜的影响,该波长范围与许多食品、农业和制药产品相关。在该波长范围内测试的薄膜的主要影响可归因于光散射。结果表明,光源、薄膜和探测器的相对位置对观察到的散射效应有很大影响。在经过一些数据预处理后,显示出可以检测到通过薄膜成像的样品上的特征。这表明使用 HSI 对聚合物薄膜包装的产品进行质量分析是可行的。这些发现对于使用 HSI 对包装后的消费品进行质量监测工具的开发将非常有用。