保湿霜
近红外光谱
水分
分光计
材料科学
主成分分析
化妆品
含水量
光谱学
相关系数
分析化学(期刊)
化学
色谱法
光学
食品科学
复合材料
计算机科学
物理
岩土工程
有机化学
量子力学
人工智能
机器学习
工程类
作者
Xinyi Shen,Shuming Lan,Yi Zhao,Yinran Xiong,Wuye Yang,Yiping Du
标识
DOI:10.1016/j.infrared.2023.104759
摘要
The miniature near-infrared (NIR) spectrometer has been modified to be more appropriate for the acquisition of NIR spectra on the skin surface and for non-contact detection. Principal component analysis (PCA) was applied to the monitoring of moisture loss from isolated porcine skin and showed a strong linear relationship between the first principal component score of the NIR spectra and the moisture content, with a high correlation coefficient of 0.98. Afterward, by continuously monitoring NIR spectra on the skin of volunteers treated with five different traits of moisturizing products and using PCA to investigate the spectra obtained over time, we examined the feasibility of NIR spectroscopy for skin surface moisture detection, thus assessed the in vivo moisturizing and water retention capacity of different moisturizer products. This work provides a reference for the direct application of the miniature NIR spectrometer to the detection of in vivo moisturizing efficiency of cosmetics and skin hydration.
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