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Forensic similarity for source camera model comparison

In the article 'Forensic Similarity for Digital Images', O. Mayer and M. C. Stamm introduce the forensic similarity approach, which aims at determining whether two image patches contain the same forensic traces or not. The proposed method is based on a feed-forward neural network which consists of t...

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Main Author: Gardella, Marina (author)
Other Authors: Musé, Pablo (author)
Format: article
Language:English
Published: 2022
Subjects:
Image forensics
Source camera
Camera model
Online Access:http://www.ipol.im/pub/art/2022/424/
https://hdl.handle.net/20.500.12008/39787
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author Gardella, Marina
author2 Musé, Pablo
author2_role author
author_browse Gardella, Marina
Musé, Pablo
author_facet Gardella, Marina
Musé, Pablo
author_role author
collection COLIBRI
dc.contributor.none.fl_str_mv Gardella Marina, Université Paris-Saclay, France
Musé Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería.
dc.creator.none.fl_str_mv Gardella, Marina
Musé, Pablo
dc.date.none.fl_str_mv 2022
2023-09-05T12:31:38Z
2023-09-05T12:31:38Z
dc.format.none.fl_str_mv 10 p.
application/pdf
dc.identifier.none.fl_str_mv Gardella, M. y Musé, P. "Forensic similarity for source camera model comparison". IPOL. Journal Image Processing On Line. [en línea]. 2022, no 12, pp. 480-489. DOI: 10.5201/ipol.2022.424.
2105–1232
http://www.ipol.im/pub/art/2022/424/
https://hdl.handle.net/20.500.12008/39787
10.5201/ipol.2022.424
dc.language.none.fl_str_mv en
eng
dc.publisher.none.fl_str_mv ENS Paris-Saclay. Centre Borelli : Universitat de les Illes Balears. DMI : Universidad de la República (Uruguay). Facultad de Ingeniería.
dc.relation.none.fl_str_mv IPOL. Journal Image Processing On Line, no. 12, Nov. 2022, pp. 480-489.
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
Licencia Creative Commons Atribución - No Comercial - Compartir Igual (CC - By-NC-SA 4.0)
dc.source.none.fl_str_mv reponame:COLIBRI
instname:Universidad de la República
instacron:Universidad de la República
dc.subject.none.fl_str_mv Image forensics
Source camera
Camera model
dc.title.none.fl_str_mv Forensic similarity for source camera model comparison
dc.type.none.fl_str_mv Artículo
info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
description In the article 'Forensic Similarity for Digital Images', O. Mayer and M. C. Stamm introduce the forensic similarity approach, which aims at determining whether two image patches contain the same forensic traces or not. The proposed method is based on a feed-forward neural network which consists of two modules : a feature extraction module using a pair of CNNs in a siamese configuration, and a three-layer neural network that maps the extracted features into a similarity score. In this article, we explore the use of the forensic similarity score for source camera model comparison, as one of the possible applications of such an approach suggested by Mayer and Stamm.
eu_rights_str_mv openAccess
format article
id anni_310a17804dff596d0f4b5bcf1ce64f83
identifier_str_mv Gardella, M. y Musé, P. "Forensic similarity for source camera model comparison". IPOL. Journal Image Processing On Line. [en línea]. 2022, no 12, pp. 480-489. DOI: 10.5201/ipol.2022.424.
2105–1232
10.5201/ipol.2022.424
instacron_str Universidad de la República
institution Universidad de la República
instname_str Universidad de la República
language eng
language_invalid_str_mv en
network_acronym_str anni
network_name_str oai-lr-anni
oai_identifier_str oai:colibri.udelar.edu.uy:20.500.12008/39787
publishDate 2022
publishDateSort 2022
publisher.none.fl_str_mv ENS Paris-Saclay. Centre Borelli : Universitat de les Illes Balears. DMI : Universidad de la República (Uruguay). Facultad de Ingeniería.
reponame_str COLIBRI
repository.mail.fl_str_mv
repository.name.fl_str_mv
repository_id_str
rights_invalid_str_mv Licencia Creative Commons Atribución - No Comercial - Compartir Igual (CC - By-NC-SA 4.0)
spelling Forensic similarity for source camera model comparisonGardella, MarinaMusé, PabloImage forensicsSource cameraCamera modelIn the article 'Forensic Similarity for Digital Images', O. Mayer and M. C. Stamm introduce the forensic similarity approach, which aims at determining whether two image patches contain the same forensic traces or not. The proposed method is based on a feed-forward neural network which consists of two modules : a feature extraction module using a pair of CNNs in a siamese configuration, and a three-layer neural network that maps the extracted features into a similarity score. In this article, we explore the use of the forensic similarity score for source camera model comparison, as one of the possible applications of such an approach suggested by Mayer and Stamm.Proyecto ANR-DGA (ANR-16-DEFA-0004)Proyecto vera.ai (101070093)ENS Paris-Saclay. Centre Borelli : Universitat de les Illes Balears. DMI : Universidad de la República (Uruguay). Facultad de Ingeniería.Gardella Marina, Université Paris-Saclay, FranceMusé Pablo, Universidad de la República (Uruguay). Facultad de Ingeniería.2023-09-05T12:31:38Z2023-09-05T12:31:38Z2022Artículoinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersion10 p.application/pdfGardella, M. y Musé, P. "Forensic similarity for source camera model comparison". IPOL. Journal Image Processing On Line. [en línea]. 2022, no 12, pp. 480-489. DOI: 10.5201/ipol.2022.424.2105–1232http://www.ipol.im/pub/art/2022/424/https://hdl.handle.net/20.500.12008/3978710.5201/ipol.2022.424reponame:COLIBRIinstname:Universidad de la Repúblicainstacron:Universidad de la RepúblicaenengIPOL. Journal Image Processing On Line, no. 12, Nov. 2022, pp. 480-489.Las obras depositadas en el Repositorio se rigen por la Ordenanza de los Derechos de la Propiedad Intelectual de la Universidad de la República.(Res. Nº 91 de C.D.C. de 8/III/1994 – D.O. 7/IV/1994) y por la Ordenanza del Repositorio Abierto de la Universidad de la República (Res. Nº 16 de C.D.C. de 07/10/2014)info:eu-repo/semantics/openAccessLicencia Creative Commons Atribución - No Comercial - Compartir Igual (CC - By-NC-SA 4.0)oai:colibri.udelar.edu.uy:20.500.12008/397872026-04-14T10:15:38Z
spellingShingle Forensic similarity for source camera model comparison
Gardella, Marina
Image forensics
Source camera
Camera model
status_str publishedVersion
title Forensic similarity for source camera model comparison
title_full Forensic similarity for source camera model comparison
title_fullStr Forensic similarity for source camera model comparison
title_full_unstemmed Forensic similarity for source camera model comparison
title_short Forensic similarity for source camera model comparison
title_sort Forensic similarity for source camera model comparison
topic Image forensics
Source camera
Camera model
url http://www.ipol.im/pub/art/2022/424/
https://hdl.handle.net/20.500.12008/39787

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