蓝色圆珠笔墨水区分使用多元图像分析与PhotoMetrix PRO®捕获的数字图像

R. Gorziza, Carina Maria Bello de Carvalho, Marina González, R. S. Ortiz, G. Helfer, M. Ferrão, R. Limberger
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引用次数: 3

摘要

在法医文书检查中,人们经常质疑一份特定的文件是用一支还是多支笔写的。人们已经开发出了不同的方法来区分钢笔墨水,但其中一些技术需要墨水提取,破坏文档,而其他技术使用高成本的仪器。PhotoMetrix PRO®是一款适用于移动设备的应用程序,是一种定性和比色分析工具,适用于单因素和多因素分析。其中,从数字图像的分解数据中可以得到主成分分析(PCA)、层次聚类分析(HCA)和偏最小二乘判别分析(PLS-DA)。该方法具有无损、简便、使用方便、成本低等优点。化学计量学知识对结果解释很重要。本研究旨在评估PhotoMetrix PRO®容量对蓝色圆珠笔的区分。使用不同的圆珠笔进行了三个实验,包括彩色笔作为应用程序功能控制。结果显示,不同颜色的圆珠笔之间有适当的区分,不同品牌的蓝色圆珠笔有令人满意的分离趋势,大多数在巴西使用。这种方法很有趣,可以确认主观结果,消除每个观察者固有的视觉差异,这在仪器不足的地方很有用,比如视频光谱比较器®。建议进行新的研究,以评估书写压力对数据收集和墨水年龄的影响,以及不同手机的相机质量。本研究介绍了一种新的技术,可以进一步研究在法医文献镜和其他法医领域的实际应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
In Forensic Documentoscopy, it is frequently questioned if a particular document was written with one or more pens. Different methods have been developed to distinguish pen inks from each other, but some of these techniques require the ink extraction, destructing the document, and other techniques uses high cost instruments. PhotoMetrix PRO®, an app for mobile devices, is a qualitative and colorimetric analysis tool that applies uni- and multivariate analysis. Amongst them, Principal Component Analysis (PCA), Hierarchical Cluster Analysis (HCA) and Partial Least Squares Discriminant Analysis (PLS-DA) can be obtained from digital images’ decomposing data. It is a non-destructive and a simple method, of easily use and low cost. Chemometric knowledge is important for results interpretation. This study aims to evaluate the PhotoMetrix PRO® capacity on blue ballpoint pens differentiation. Three experiments were performed with different ballpoint pens, including colorful pens as an app functionality control. The results showed appropriate differentiation between colorful ballpoint pens, and there was a satisfactory tendency of separation for different brands of blue ballpoint pens, most used in Brazil. This method is interesting to confirm subjective results, eliminating visual differences, intrinsic for each observer, which can be useful in places with an instrument deficiency, like the Video Spectral Comparator®. New studies to evaluate writing pressure’s influence on data collection and the inks’ age, as well as different mobile’s camera quality, are recommended. This study introduces a new technology that might be further studied for practical application in Forensic Documentoscopy and other Forensic areas.
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