Prediction-Error Value Ordering for High-Fidelity Reversible Data Hiding

被引:3
|
作者
Zhang, Tong [1 ]
Li, Xiaolong [2 ]
Qi, Wenfa [1 ]
Guo, Zongming [1 ]
机构
[1] Peking Univ, Wangxuan Institue Compuer Technol, Beijing 100871, Peoples R China
[2] Beijing Jiaotong Univ, Inst Informat Sci, Beijing 100044, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Reversible data hiding; Prediction-error expansion; Prediction-error value ordering; EXPANSION;
D O I
10.1007/978-3-030-37731-1_26
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Prediction-error expansion (PEE) is the most widely utilized reversible data hiding (RDH) technique. However, the performance of PEE is far from optimal since the correlations among prediction-errors are not fully exploited. Then, to enhance the embedding performance of PEE, a new RDH method named prediction-error value ordering (PEVO) is proposed in this paper. The main idea of PEVO is to exploit the inter-correlations of prediction-errors by combining PEE with the recent RDH technique of pixel value ordering. Specifically, the prediction-errors within an image block are first sorted, and then the maximum and minimum prediction-errors of the block are predicted and modified for data embedding. By the proposed approach, the image redundancy is better exploited and promising embedding performance is achieved. Experimental results demonstrate that the proposed PEVO embedding method is better than the PEE-based ones and some other state-of-the-art works.
引用
收藏
页码:317 / 328
页数:12
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