Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®

Detalhes bibliográficos
Autor(a) principal: Roberta Petry Gorziza
Data de Publicação: 2020
Outros Autores: Carina Maria Bello de Carvalho, Marina González, Rafael Scorsatto Ortiz, Gilson Augusto Helfer, Marco Flores Ferrão, Renata Pereira Limberger
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Brazilian Journal of Forensic Sciences, Medical Law and Bioethics
Texto Completo: https://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780
Resumo: 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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spelling Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®DocumentoscopyBallpoint pen ink differentiationMultivariate statistical analysisDigital imagesPhotoMetrix 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.IPEBJ2020-05-28info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionArtigo Originalinfo:eu-repo/semantics/articleapplication/pdfapplication/vnd.openxmlformats-officedocument.wordprocessingml.documenthttps://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780Brazilian Journal of Forensic Sciences, Medical Law and Bioethics; v. 9 n. 3 (2020): Volume 9 - Número 3; 331-355Brazilian Journal of Forensic Sciences, Medical Law and Bioethics; Vol. 9 No. 3 (2020): Volume 9 - Número 3; 331-3552237-261Xreponame:Brazilian Journal of Forensic Sciences, Medical Law and Bioethicsinstname:Instituto Paulista de Estudos Bioéticos e Jurídicos (IPEBJ)instacron:IPEBJenghttps://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780/897https://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780/898Roberta Petry GorzizaCarina Maria Bello de CarvalhoMarina GonzálezRafael Scorsatto OrtizGilson Augusto HelferMarco Flores FerrãoRenata Pereira Limbergerinfo:eu-repo/semantics/openAccess2021-04-22T12:23:08Zoai:bjfs:article/780Revistahttps://www.ipebj.com.br/bjfs/index.php/bjfs/homePRIhttps://www.ipebj.com.br/bjfs/index.php/bjfs/oai2237-261X2237-261Xopendoar:2021-04-22 12:23:09.878Brazilian Journal of Forensic Sciences, Medical Law and Bioethics - Instituto Paulista de Estudos Bioéticos e Jurídicos (IPEBJ)false
dc.title.none.fl_str_mv Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
title Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
spellingShingle Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
Roberta Petry Gorziza
Documentoscopy
Ballpoint pen ink differentiation
Multivariate statistical analysis
Digital images
PhotoMetrix PRO®
title_short Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
title_full Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
title_fullStr Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
title_full_unstemmed Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
title_sort Blue Ballpoint Pen Inks Differentiation using Multivariate Image Analysis of Digital Images Captured with PhotoMetrix PRO®
author Roberta Petry Gorziza
author_facet Roberta Petry Gorziza
Carina Maria Bello de Carvalho
Marina González
Rafael Scorsatto Ortiz
Gilson Augusto Helfer
Marco Flores Ferrão
Renata Pereira Limberger
author_role author
author2 Carina Maria Bello de Carvalho
Marina González
Rafael Scorsatto Ortiz
Gilson Augusto Helfer
Marco Flores Ferrão
Renata Pereira Limberger
author2_role author
author
author
author
author
author
dc.contributor.author.fl_str_mv Roberta Petry Gorziza
Carina Maria Bello de Carvalho
Marina González
Rafael Scorsatto Ortiz
Gilson Augusto Helfer
Marco Flores Ferrão
Renata Pereira Limberger
dc.subject.por.fl_str_mv Documentoscopy
Ballpoint pen ink differentiation
Multivariate statistical analysis
Digital images
PhotoMetrix PRO®
topic Documentoscopy
Ballpoint pen ink differentiation
Multivariate statistical analysis
Digital images
PhotoMetrix PRO®
dc.description.none.fl_txt_mv 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.
description 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.
publishDate 2020
dc.date.none.fl_str_mv 2020-05-28
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
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dc.identifier.uri.fl_str_mv https://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780
url https://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780/897
https://www.ipebj.com.br/bjfs/index.php/bjfs/article/view/780/898
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eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv IPEBJ
publisher.none.fl_str_mv IPEBJ
dc.source.none.fl_str_mv Brazilian Journal of Forensic Sciences, Medical Law and Bioethics; v. 9 n. 3 (2020): Volume 9 - Número 3; 331-355
Brazilian Journal of Forensic Sciences, Medical Law and Bioethics; Vol. 9 No. 3 (2020): Volume 9 - Número 3; 331-355
2237-261X
reponame:Brazilian Journal of Forensic Sciences, Medical Law and Bioethics
instname:Instituto Paulista de Estudos Bioéticos e Jurídicos (IPEBJ)
instacron:IPEBJ
reponame_str Brazilian Journal of Forensic Sciences, Medical Law and Bioethics
collection Brazilian Journal of Forensic Sciences, Medical Law and Bioethics
instname_str Instituto Paulista de Estudos Bioéticos e Jurídicos (IPEBJ)
instacron_str IPEBJ
institution IPEBJ
repository.name.fl_str_mv Brazilian Journal of Forensic Sciences, Medical Law and Bioethics - Instituto Paulista de Estudos Bioéticos e Jurídicos (IPEBJ)
repository.mail.fl_str_mv
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