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Reversible data hiding techniques with high message embedding capacity in images

Reversible Data Hiding (RDH) techniques have gained popularity over the last two decades, where data is embedded in an image in such a way that the original image can be restored. Earlier works on RDH was based on the Image Histogram Modification that uses the peak point to embed data in the image....

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Autores principales: Aziz, Furqan, Ahmad, Taeeb, Malik, Abdul Haseeb, Uddin, M. Irfan, Ahmad, Shafiq, Sharaf, Mohamed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7259517/
https://www.ncbi.nlm.nih.gov/pubmed/32469877
http://dx.doi.org/10.1371/journal.pone.0231602
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author Aziz, Furqan
Ahmad, Taeeb
Malik, Abdul Haseeb
Uddin, M. Irfan
Ahmad, Shafiq
Sharaf, Mohamed
author_facet Aziz, Furqan
Ahmad, Taeeb
Malik, Abdul Haseeb
Uddin, M. Irfan
Ahmad, Shafiq
Sharaf, Mohamed
author_sort Aziz, Furqan
collection PubMed
description Reversible Data Hiding (RDH) techniques have gained popularity over the last two decades, where data is embedded in an image in such a way that the original image can be restored. Earlier works on RDH was based on the Image Histogram Modification that uses the peak point to embed data in the image. More recent works focus on the Difference Image Histogram Modification that exploits the fact that the neighbouring pixels of an image are highly correlated and therefore the difference of image makes more space to embed large amount of data. In this paper we propose a framework to increase the embedding capacity of reversible data hiding techniques that use a difference of image to embed data. The main idea is that, instead of taking the difference of the neighboring pixels, we rearrange the columns (or rows) of the image in a way that enhances the smooth regions of an image. Any difference based technique to embed data can then be used in the transformed image. The proposed method is applied on different types of images including textures, patterns and publicly available images. Experimental results demonstrate that the proposed method not only increases the message embedding capacity of a given image by more than 50% but also the visual quality of the marked image containing the message is more than the visual quality obtained by existing state-of-the-art reversible data hiding technique. The proposed technique is also verified by Pixel Difference Histogram (PDH) Stegoanalysis and results demonstrate that marked images generated by proposed method is undetectable by PDH analysis.
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spelling pubmed-72595172020-06-08 Reversible data hiding techniques with high message embedding capacity in images Aziz, Furqan Ahmad, Taeeb Malik, Abdul Haseeb Uddin, M. Irfan Ahmad, Shafiq Sharaf, Mohamed PLoS One Research Article Reversible Data Hiding (RDH) techniques have gained popularity over the last two decades, where data is embedded in an image in such a way that the original image can be restored. Earlier works on RDH was based on the Image Histogram Modification that uses the peak point to embed data in the image. More recent works focus on the Difference Image Histogram Modification that exploits the fact that the neighbouring pixels of an image are highly correlated and therefore the difference of image makes more space to embed large amount of data. In this paper we propose a framework to increase the embedding capacity of reversible data hiding techniques that use a difference of image to embed data. The main idea is that, instead of taking the difference of the neighboring pixels, we rearrange the columns (or rows) of the image in a way that enhances the smooth regions of an image. Any difference based technique to embed data can then be used in the transformed image. The proposed method is applied on different types of images including textures, patterns and publicly available images. Experimental results demonstrate that the proposed method not only increases the message embedding capacity of a given image by more than 50% but also the visual quality of the marked image containing the message is more than the visual quality obtained by existing state-of-the-art reversible data hiding technique. The proposed technique is also verified by Pixel Difference Histogram (PDH) Stegoanalysis and results demonstrate that marked images generated by proposed method is undetectable by PDH analysis. Public Library of Science 2020-05-29 /pmc/articles/PMC7259517/ /pubmed/32469877 http://dx.doi.org/10.1371/journal.pone.0231602 Text en © 2020 Aziz et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Aziz, Furqan
Ahmad, Taeeb
Malik, Abdul Haseeb
Uddin, M. Irfan
Ahmad, Shafiq
Sharaf, Mohamed
Reversible data hiding techniques with high message embedding capacity in images
title Reversible data hiding techniques with high message embedding capacity in images
title_full Reversible data hiding techniques with high message embedding capacity in images
title_fullStr Reversible data hiding techniques with high message embedding capacity in images
title_full_unstemmed Reversible data hiding techniques with high message embedding capacity in images
title_short Reversible data hiding techniques with high message embedding capacity in images
title_sort reversible data hiding techniques with high message embedding capacity in images
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7259517/
https://www.ncbi.nlm.nih.gov/pubmed/32469877
http://dx.doi.org/10.1371/journal.pone.0231602
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