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基于多层次插值预测和全局排序的彩色图像可逆信息隐藏

任前龙 熊礼治

南京信息工程大学学报2025,Vol.17Issue(2):191-202,12.
南京信息工程大学学报2025,Vol.17Issue(2):191-202,12.DOI:10.13878/j.cnki.jnuist.20240229001

基于多层次插值预测和全局排序的彩色图像可逆信息隐藏

Reversible color image data hiding based on multi-level interpolation prediction and global sorting

任前龙 1熊礼治1

作者信息

  • 1. 南京信息工程大学 计算机学院、网络空间安全学院,南京,210044||南京信息工程大学 数字取证教育部工程研究中心,南京,210044
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摘要

Abstract

To address the low visual quality of stego-image in existing color image Reversible Data Hiding(RDH)algorithms,a novel RDH scheme utilizing multi-level interpolation prediction and global sorting is proposed.Firstly,to fully exploit the features of different texture regions in the image,a multi-level interpolation prediction method is designed to significantly improve the prediction accuracy of pixels.Then,a complexity-based global sorting strategy is designed to sort the prediction errors in the three channels of color images respectively,thereby fully utilizing the global characteristics of the prediction errors in each channel to generate a more concentrated Three-Dimensional Prediction Error Histogram(3D PEH).Finally,an adaptive 3D mapping strategy is used to modify the error histo-gram and embed secret data.Experimental results show that the proposed approach outperforms some of the latest schemes in embedding performance.

关键词

彩色图像/可逆信息隐藏/多层次插值预测/全局排序

Key words

color image/reversible data hiding(RDH)/multi-level interpolation prediction/global sorting

分类

计算机与自动化

引用本文复制引用

任前龙,熊礼治..基于多层次插值预测和全局排序的彩色图像可逆信息隐藏[J].南京信息工程大学学报,2025,17(2):191-202,12.

基金项目

国家自然科学基金(61702276) (61702276)

南京信息工程大学学报

OA北大核心

1674-7070

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