Forensic Analysis of Gel Pen Inks using Hyperspectral Imaging coupled with Chemometric Procedures

Q4 Social Sciences
Muhammad Naeim Mohamad Asri, N. M. Noor, W. N. S. M. Desa, D. Ismail
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引用次数: 3

Abstract

Abstract Forensic examination of inks on questioned documents has become an important practice and the law enforcement agencies rely heavily on these techniques during criminal investigations. Although nowadays there are a variety of methodologies focused on the analysis of inks, the combination of non-destructive nature of Hyperspectral Imaging (HSI) coupled with the multivariate chemometric technique has received little attention. In this study, forty-five (n = 45) gel pen inks of three different colours i.e. blue, red and black of five different brands were analysed using HSI with the idea of classifying them according to the brand. In terms of discriminating similar coloured components between samples, this was achievable only on the basis of the % reflectance spectra. However, arguably, there was sufficient evidence to suggest that it may be possible to discriminate the samples using chemometric of Principal Component Analysis (PCA). A 2-D score plot from PCA analysis was enough to characterise the samples into five clusters. The synergy of complementary information provided by PCA narrows matching possibilities (in terms of classification) for forensic investigations involving ink analysis.
使用高光谱成像和化学计量程序对凝胶笔墨水进行法医分析
摘要对被质疑文书上的墨水进行法医学鉴定已经成为一项重要的实践,执法机关在刑事侦查中非常依赖这些技术。虽然目前有各种各样的方法专注于油墨的分析,但将高光谱成像(HSI)的非破坏性与多元化学计量技术相结合却很少受到关注。在这项研究中,45 (n = 45)凝胶笔墨水的三种不同的颜色,即蓝色,红色和黑色的五个不同的品牌使用HSI分析与分类的想法,根据他们的品牌。在区分样品之间相似颜色成分方面,这只能在%反射光谱的基础上实现。然而,有争议的是,有足够的证据表明,它可能是有可能区分样品使用主成分分析(PCA)的化学计量学。来自PCA分析的二维评分图足以将样本表征为五个集群。PCA提供的互补信息的协同作用缩小了涉及墨水分析的法医调查的匹配可能性(就分类而言)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
0.30
自引率
0.00%
发文量
8
审稿时长
12 weeks
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