利用可见光谱和化学计量技术区分蓝色凝胶笔

G. S. Bumbrah, Naveen Dhull, Devidas S. Bhagat, Pooja A. Chawla
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引用次数: 0

摘要

墨水分析是法证文件检验(FDE)最重要和最关键的方面之一。它用于比较、识别、描述和区分问题文档上的不同墨水。它成为法证文件检验的关键证据。在本研究中,我们使用可见光谱和化学计量学技术对 38 支蓝色中性笔进行了鉴别。对记录的光谱进行目视比较,然后使用主成分分析(PCA)和线性判别分析(LDA)等化学计量技术。目测比较、PCA 和线性判别分析的判别能力分别为 58.18%、100% 和 100%。开发的 PCA 模型经过验证,准确率、精确度、灵敏度和特异性均达到 100%。使用 PCA 和 LDA 对蓝色中性笔墨水的品牌进行区分,正确率达到 100%。所采用的方法速度快,结果可重复。本研究的结果表明,通过将传统的、具有成本效益的可见光谱技术与这些化学计量技术相结合,可以提高其潜在的实用性。本研究的主要优点是对文件的损害最小。这项研究建立了一种方法,可以对中性笔样品进行概念验证。本研究采用的方法可用于篡改案件中可疑文件的检验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Differentiation of blue gel pens using visible spectroscopy coupled with chemometric techniques
Ink analysis is one of the most important and keydimension of forensic document examination (FDE). It is performed to compare, identify, characterize and discriminate different kinds of inks present on questioned document. It becomes key evidence in forensic document examination. In the present work, thirty-eight blue gel pens are discriminated using visible spectroscopy coupled with chemometric techniques. The recorded spectra were visually compared followed by chemometric techniques of principal component analysis (PCA) and linear discriminant analysis (LDA). Discriminating power for visual comparison, PCA and LDA are 58.18%, 100% and 100% respectively. Developed PCA model is validated and 100% accuracy, precision, sensitivity and specificity are achieved. Blue gel pen inks were 100% correctly differentiated on the basis of their brands using PCA followed by LDA. The utilized approach is fast and provides reproducible results. The results of present work demonstrate that potential utility of conventional and cost-effective visible spectroscopy can be improved by coupling it with these chemometric techniques. Major advantage of present research is the minimum damage caused to document. This study establishes a method which provides proof of concept discrimination of the gel pen samples. The methodology adopted in present work can be applied in the alteration cases in examination of suspected documents.
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