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Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping
In this era of rapid information exchange in public networks, there is a risk to information security. Data hiding is an important technique for privacy protection. Image interpolation is an important data-hiding technique in image processing. This study proposed a method called neighbor mean interp...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10217134/ https://www.ncbi.nlm.nih.gov/pubmed/37238499 http://dx.doi.org/10.3390/e25050744 |
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author | Huang, Cheng-Ta Lin, Cheng-Yi Weng, Chi-Yao |
author_facet | Huang, Cheng-Ta Lin, Cheng-Yi Weng, Chi-Yao |
author_sort | Huang, Cheng-Ta |
collection | PubMed |
description | In this era of rapid information exchange in public networks, there is a risk to information security. Data hiding is an important technique for privacy protection. Image interpolation is an important data-hiding technique in image processing. This study proposed a method called neighbor mean interpolation by neighboring pixels (NMINP) that calculates a cover image pixel by neighbor mean interpolation and neighboring pixels. To reduce image distortion, NMINP limits the number of bits when embedding secret data, making NMINP have a higher hiding capacity and peak signal-to-noise ratio (PSNR) than other methods. Furthermore, in some cases, the secret data are flipped, and the flipped data are treated in ones’ complement format. A location map is not needed in the proposed method. Experimental results comparing NMINP with other state-of-the-art methods show that NMINP improves the hiding capacity by more than 20% and PSNR by 8%. |
format | Online Article Text |
id | pubmed-10217134 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-102171342023-05-27 Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping Huang, Cheng-Ta Lin, Cheng-Yi Weng, Chi-Yao Entropy (Basel) Article In this era of rapid information exchange in public networks, there is a risk to information security. Data hiding is an important technique for privacy protection. Image interpolation is an important data-hiding technique in image processing. This study proposed a method called neighbor mean interpolation by neighboring pixels (NMINP) that calculates a cover image pixel by neighbor mean interpolation and neighboring pixels. To reduce image distortion, NMINP limits the number of bits when embedding secret data, making NMINP have a higher hiding capacity and peak signal-to-noise ratio (PSNR) than other methods. Furthermore, in some cases, the secret data are flipped, and the flipped data are treated in ones’ complement format. A location map is not needed in the proposed method. Experimental results comparing NMINP with other state-of-the-art methods show that NMINP improves the hiding capacity by more than 20% and PSNR by 8%. MDPI 2023-05-01 /pmc/articles/PMC10217134/ /pubmed/37238499 http://dx.doi.org/10.3390/e25050744 Text en © 2023 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 Huang, Cheng-Ta Lin, Cheng-Yi Weng, Chi-Yao Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping |
title | Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping |
title_full | Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping |
title_fullStr | Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping |
title_full_unstemmed | Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping |
title_short | Dynamic Information-Hiding Method with High Capacity Based on Image Interpolating and Bit Flipping |
title_sort | dynamic information-hiding method with high capacity based on image interpolating and bit flipping |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10217134/ https://www.ncbi.nlm.nih.gov/pubmed/37238499 http://dx.doi.org/10.3390/e25050744 |
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