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dc.contributor.authorGorziza, Roberta Petrypt_BR
dc.contributor.authorCarvalho, Carina Maria Bello dept_BR
dc.contributor.authorGonzález, Marinapt_BR
dc.contributor.authorOrtiz, Rafael Scorsattopt_BR
dc.contributor.authorHelfer, Gilson Augustopt_BR
dc.contributor.authorFerrão, Marco Flôrespt_BR
dc.contributor.authorLimberger, Renata Pereirapt_BR
dc.date.accessioned2024-11-07T06:51:42Zpt_BR
dc.date.issued2020pt_BR
dc.identifier.issn2237-261Xpt_BR
dc.identifier.urihttp://hdl.handle.net/10183/280903pt_BR
dc.description.abstractIn 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.en
dc.format.mimetypeapplication/pdfpt_BR
dc.language.isoengpt_BR
dc.relation.ispartofBrazilian Journal of Forensic Sciences, Medical Law and Bioethics. São Paulo. Vol. 9, n. 3 (2020) p. 331-355pt_BR
dc.rightsOpen Accessen
dc.subjectDocumentoscopiapt_BR
dc.subjectDocumentoscopyen
dc.subjectBallpoint pen ink differentiationen
dc.subjectAnalise estatistica multivariadapt_BR
dc.subjectMultivariate statistical analysisen
dc.subjectImagens digitaispt_BR
dc.subjectPhotoMetrixPROpt_BR
dc.subjectDigital imagesen
dc.subjectCaneta esferográficapt_BR
dc.subjectPhotoMetrix PRO®en
dc.titleBlue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®pt_BR
dc.typeArtigo de periódicopt_BR
dc.identifier.nrb001122490pt_BR
dc.type.originNacionalpt_BR


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