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Global pixel-value-ordering framework with dynamic sequence partition for reversible data hiding
Fan, Guojun1; Wang, Ping1; Li, Zijing1; Zhou, Quan2; Pan, Zhibin1,3
作者部门飞行器光学成像与测量技术研究室
2024-08-03
发表期刊Knowledge-Based Systems
ISSN09507051
卷号297
产权排序3
摘要

Recently, pixel-value-ordering (PVO) based reversible data hiding (RDH) methods have become hotspots in spatial domain RDH research. In PVO-based methods, the pixel value correlation within a local region is exploited for data embedding. To embed secret data, the cover images are partitioned into non-overlapped rectangle blocks to be sorted locally, and a lower embedding distortion is thus obtained. However, their embedding capacities are often limited by the fixed local blocks from which pixels are sorted. To maintain the advantages and overcome disadvantages of the PVO-based methods, a new global pixel-value-ordering (GPVO) framework is proposed in this paper. By applying our GPVO framework, a PVO-based method can utilize pixels from any position in the cover image rather than from local pixel blocks. Then, through the dynamic sequence partition realized by the GPVO framework for the first time, the embedding capacity of PVO-based methods can be greatly improved while reducing embedding distortion further reduced. Finally, we propose a two-stage pairwise embedding scheme to be applied to the sequences, aiming to achieve an advanced embedding performance. Experimental results illustrate that the proposed GPVO works better than other related state-of-the-art RDH methods. © 2024 Elsevier B.V.

关键词Reversible data hiding Pixel-value-ordering Global framework Dynamic sequence partition Pairwise embedding
DOI10.1016/j.knosys.2024.111930
收录类别EI
语种英语
出版者Elsevier B.V.
EI入藏号20242216182135
引用统计
文献类型期刊论文
条目标识符http://ir.opt.ac.cn/handle/181661/97521
专题飞行器光学成像与测量技术研究室
通讯作者Pan, Zhibin
作者单位1.Faculty of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, 710049, China;
2.National Key Laboratory of Science and Technology on Space Microwave, Xi'an Institute of Space Radio Technology, Xi'an; 710100, China;
3.Xi'an Key Laboratory of Aircraft Optical Imaging and Measurement Technology, Xi'an; 710119, China
推荐引用方式
GB/T 7714
Fan, Guojun,Wang, Ping,Li, Zijing,et al. Global pixel-value-ordering framework with dynamic sequence partition for reversible data hiding[J]. Knowledge-Based Systems,2024,297.
APA Fan, Guojun,Wang, Ping,Li, Zijing,Zhou, Quan,&Pan, Zhibin.(2024).Global pixel-value-ordering framework with dynamic sequence partition for reversible data hiding.Knowledge-Based Systems,297.
MLA Fan, Guojun,et al."Global pixel-value-ordering framework with dynamic sequence partition for reversible data hiding".Knowledge-Based Systems 297(2024).
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