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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-8954403 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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