主成分分析
衰减全反射
傅里叶变换红外光谱
复制
红外线的
傅里叶变换
光谱学
红外光谱学
鉴定(生物学)
傅里叶变换光谱学
分析化学(期刊)
化学
材料科学
人工智能
数学
光学
计算机科学
色谱法
生物
物理
数学分析
植物
有机化学
量子力学
遗传学
标识
DOI:10.1186/s40494-024-01368-1
摘要
Abstract Presence of copying pencils in heritage objects poses a significant challenge for conservators due to their proneness to fading, sensitivity to solvents and difficulties in differentiation from regular graphite pencils. In this paper a method of copying pencils identification by means of ATR—FTIR spectroscopy is used. A protocol for spectra processing and dimensionality reduction of spectral data by means of principal component analysis has been developed, allowing for pencil types differentiation and providing an easy to read visual representation of the collected data. The protocol has been developed on mock-up samples and tested on objects from the archives of the State Museum Auschwitz – Birkenau.
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