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使用主成分分析评估树脂复合材料中与染色相关的颜色变化

Evaluation of Staining-Dependent Colour Changes in Resin Composites Using Principal Component Analysis.

作者信息

Manojlovic D, Lenhardt L, Milićević B, Antonov M, Miletic V, Dramićanin M D

机构信息

University of Belgrade, School of Dental Medicine, Rankeova 4, Belgrade, 11000, Serbia.

University of Belgrade, Vinča Institute of Nuclear Sciences, P.O. Box 522, Belgrade, 11001, Serbia.

出版信息

Sci Rep. 2015 Oct 9;5:14638. doi: 10.1038/srep14638.

Abstract

Colour changes in Gradia Direct™ composite after immersion in tea, coffee, red wine, Coca-Cola, Colgate mouthwash, and distilled water were evaluated using principal component analysis (PCA) and the CIELAB colour coordinates. The reflection spectra of the composites were used as input data for the PCA. The output data (scores and loadings) provided information about the magnitude and origin of the surface reflection changes after exposure to the staining solutions. The reflection spectra of the stained samples generally exhibited lower reflection in the blue spectral range, which was manifested in the lower content of the blue shade for the samples. Both analyses demonstrated the high staining abilities of tea, coffee, and red wine, which produced total colour changes of 4.31, 6.61, and 6.22, respectively, according to the CIELAB analysis. PCA revealed subtle changes in the reflection spectra of composites immersed in Coca-Cola, demonstrating Coca-Cola's ability to stain the composite to a small degree.

摘要

使用主成分分析(PCA)和CIELAB颜色坐标评估了Gradia Direct™复合材料在浸泡于茶、咖啡、红酒、可口可乐、高露洁漱口水和蒸馏水中后的颜色变化。复合材料的反射光谱用作PCA的输入数据。输出数据(得分和载荷)提供了暴露于染色溶液后表面反射变化的幅度和来源的信息。染色样品的反射光谱在蓝色光谱范围内通常表现出较低的反射率,这表现为样品的蓝色调含量较低。两种分析均表明茶、咖啡和红酒具有较高的染色能力,根据CIELAB分析,它们分别产生了4.31、6.61和6.22的总颜色变化。PCA揭示了浸泡在可口可乐中的复合材料反射光谱的细微变化,表明可口可乐有能力对复合材料进行轻度染色。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4f18/4598812/59d5a9d775d9/srep14638-f1.jpg

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