利用插值和局部色散实现可逆数据隐藏

Md Abdul Wahed, H. Nyeem, Md. Fazla Elahi
{"title":"利用插值和局部色散实现可逆数据隐藏","authors":"Md Abdul Wahed, H. Nyeem, Md. Fazla Elahi","doi":"10.1109/ICREST.2019.8644320","DOIUrl":null,"url":null,"abstract":"Recent Interpolation-based Reversible Data Hiding (IRDH) schemes demonstrated significantly higher embedding capacity, however, their embedded image quality is not much impressive, particularly for higher size payload. This paper presents an improved IRDH scheme with local dispersion for better quality embedded image. For high embedding capacity, correlation based embedding is utilized in all embeddable bits only in the interpolated pixels. The error between an embedded pixel and its original version is then reduced using the local (i.e., block-wise) standard deviation to further improve the embedded image quality. Since the standard deviation is computed from the original pixels and their respective interpolated pixels in a block, the improved embedding process remains reversible to losslessly extract the embedded data. All the original pixels are also kept intact for perfect recovery of the original image. A significant improvement in embedded image quality is thus recorded in comparison to the state-of-the-art IRDH schemes.","PeriodicalId":108842,"journal":{"name":"2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST)","volume":"120 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Developing Reversible Data Hiding with Interpolation and Local Dispersion\",\"authors\":\"Md Abdul Wahed, H. Nyeem, Md. Fazla Elahi\",\"doi\":\"10.1109/ICREST.2019.8644320\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Recent Interpolation-based Reversible Data Hiding (IRDH) schemes demonstrated significantly higher embedding capacity, however, their embedded image quality is not much impressive, particularly for higher size payload. This paper presents an improved IRDH scheme with local dispersion for better quality embedded image. For high embedding capacity, correlation based embedding is utilized in all embeddable bits only in the interpolated pixels. The error between an embedded pixel and its original version is then reduced using the local (i.e., block-wise) standard deviation to further improve the embedded image quality. Since the standard deviation is computed from the original pixels and their respective interpolated pixels in a block, the improved embedding process remains reversible to losslessly extract the embedded data. All the original pixels are also kept intact for perfect recovery of the original image. A significant improvement in embedded image quality is thus recorded in comparison to the state-of-the-art IRDH schemes.\",\"PeriodicalId\":108842,\"journal\":{\"name\":\"2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST)\",\"volume\":\"120 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICREST.2019.8644320\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Robotics,Electrical and Signal Processing Techniques (ICREST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICREST.2019.8644320","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

最近的基于插值的可逆数据隐藏(IRDH)方案显示了更高的嵌入容量,然而,它们的嵌入图像质量并不令人印象深刻,特别是对于较大的有效载荷。为了提高嵌入图像的质量,提出了一种改进的局部色散IRDH方案。为了获得较高的嵌入容量,在所有可嵌入位中仅在插值像素中使用基于相关性的嵌入。然后使用局部(即块方向)标准偏差减少嵌入像素与其原始版本之间的误差,以进一步提高嵌入图像质量。由于标准差是由原始像素和它们各自的插值像素在一个块中计算的,改进的嵌入过程保持可逆,以无损地提取嵌入的数据。所有的原始像素也保持完整的原始图像的完美恢复。因此,与最先进的IRDH方案相比,嵌入式图像质量有了显着改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Developing Reversible Data Hiding with Interpolation and Local Dispersion
Recent Interpolation-based Reversible Data Hiding (IRDH) schemes demonstrated significantly higher embedding capacity, however, their embedded image quality is not much impressive, particularly for higher size payload. This paper presents an improved IRDH scheme with local dispersion for better quality embedded image. For high embedding capacity, correlation based embedding is utilized in all embeddable bits only in the interpolated pixels. The error between an embedded pixel and its original version is then reduced using the local (i.e., block-wise) standard deviation to further improve the embedded image quality. Since the standard deviation is computed from the original pixels and their respective interpolated pixels in a block, the improved embedding process remains reversible to losslessly extract the embedded data. All the original pixels are also kept intact for perfect recovery of the original image. A significant improvement in embedded image quality is thus recorded in comparison to the state-of-the-art IRDH schemes.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信