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Seamless Copy–Move Replication in Digital Images

The importance and relevance of digital-image forensics has attracted researchers to establish different techniques for creating and detecting forgeries. The core category in passive image forgery is copy–move image forgery that affects the originality of image by applying a different transformation...

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Detalles Bibliográficos
Autores principales: Qazi, Tanzeela, Ali, Mushtaq, Hayat, Khizar, Magnier, Baptiste
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954403/
https://www.ncbi.nlm.nih.gov/pubmed/35324624
http://dx.doi.org/10.3390/jimaging8030069
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author Qazi, Tanzeela
Ali, Mushtaq
Hayat, Khizar
Magnier, Baptiste
author_facet Qazi, Tanzeela
Ali, Mushtaq
Hayat, Khizar
Magnier, Baptiste
author_sort Qazi, Tanzeela
collection PubMed
description The importance and relevance of digital-image forensics has attracted researchers to establish different techniques for creating and detecting forgeries. The core category in passive image forgery is copy–move image forgery that affects the originality of image by applying a different transformation. In this paper, a frequency-domain image-manipulation method is presented. The method exploits the localized nature of discrete wavelet transform (DWT) to attain the region of the host image to be manipulated. Both patch and host image are subjected to DWT at the same level l to obtain [Formula: see text] sub-bands, and each sub-band of the patch is pasted to the identified region in the corresponding sub-band of the host image. Resulting manipulated host sub-bands are then subjected to inverse DWT to obtain the final manipulated host image. The proposed method shows good resistance against detection by two frequency-domain forgery detection methods from the literature. The purpose of this research work is to create a forgery and highlight the need to produce forgery detection methods that are robust against malicious copy–move forgery.
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spelling pubmed-89544032022-03-26 Seamless Copy–Move Replication in Digital Images Qazi, Tanzeela Ali, Mushtaq Hayat, Khizar Magnier, Baptiste J Imaging Article The importance and relevance of digital-image forensics has attracted researchers to establish different techniques for creating and detecting forgeries. The core category in passive image forgery is copy–move image forgery that affects the originality of image by applying a different transformation. In this paper, a frequency-domain image-manipulation method is presented. The method exploits the localized nature of discrete wavelet transform (DWT) to attain the region of the host image to be manipulated. Both patch and host image are subjected to DWT at the same level l to obtain [Formula: see text] sub-bands, and each sub-band of the patch is pasted to the identified region in the corresponding sub-band of the host image. Resulting manipulated host sub-bands are then subjected to inverse DWT to obtain the final manipulated host image. The proposed method shows good resistance against detection by two frequency-domain forgery detection methods from the literature. The purpose of this research work is to create a forgery and highlight the need to produce forgery detection methods that are robust against malicious copy–move forgery. MDPI 2022-03-10 /pmc/articles/PMC8954403/ /pubmed/35324624 http://dx.doi.org/10.3390/jimaging8030069 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Qazi, Tanzeela
Ali, Mushtaq
Hayat, Khizar
Magnier, Baptiste
Seamless Copy–Move Replication in Digital Images
title Seamless Copy–Move Replication in Digital Images
title_full Seamless Copy–Move Replication in Digital Images
title_fullStr Seamless Copy–Move Replication in Digital Images
title_full_unstemmed Seamless Copy–Move Replication in Digital Images
title_short Seamless Copy–Move Replication in Digital Images
title_sort seamless copy–move replication in digital images
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8954403/
https://www.ncbi.nlm.nih.gov/pubmed/35324624
http://dx.doi.org/10.3390/jimaging8030069
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