Matrix Embedding Based Multiple Histograms Modification for Efficient Reversible Data Hiding

IF 3.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Signal Processing Letters Pub Date : 2024-09-06 DOI:10.1109/LSP.2024.3455995
Xiang Li;Mengyao Xiao;Xiaolong Li;Shijun Xiang;Yao Zhao
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Abstract

Recently, matrix embedding (ME), a well-known steganographic technique, has been employed in reversible data hiding (RDH) for the first time, improving the performance of single histogram modification (SHM) methods. In this letter, the ME-based RDH strategy is extended from SHM to the more effective multiple histograms modification (MHM) to further improve the reversible embedding performance. The capacity-distortion model is first established in the novel scenario. Then, some theoretical results for payload partition and expansion-bins-determination are given. Finally, based on the derived theoretical investigations, an efficient RDH method with low computational complexity is proposed. Experimental results show that the proposed method can achieve better visual quality compared to some state-of-the-art methods.
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基于矩阵嵌入的多重直方图修改实现高效可逆数据隐藏
最近,矩阵嵌入(ME)这一著名的隐写技术首次被用于可逆数据隐藏(RDH),从而改善了单直方图修改(SHM)方法的性能。在这封信中,基于 ME 的 RDH 策略从 SHM 扩展到了更有效的多直方图修改(MHM),从而进一步提高了可逆嵌入性能。首先在新方案中建立了容量-失真模型。然后,给出了有效载荷分割和扩展箱确定的一些理论结果。最后,基于推导出的理论研究,提出了一种计算复杂度较低的高效 RDH 方法。实验结果表明,与一些最先进的方法相比,所提出的方法可以获得更好的视觉质量。
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来源期刊
IEEE Signal Processing Letters
IEEE Signal Processing Letters 工程技术-工程:电子与电气
CiteScore
7.40
自引率
12.80%
发文量
339
审稿时长
2.8 months
期刊介绍: The IEEE Signal Processing Letters is a monthly, archival publication designed to provide rapid dissemination of original, cutting-edge ideas and timely, significant contributions in signal, image, speech, language and audio processing. Papers published in the Letters can be presented within one year of their appearance in signal processing conferences such as ICASSP, GlobalSIP and ICIP, and also in several workshop organized by the Signal Processing Society.
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