A novel reversible image data hiding scheme based on pixel value ordering and dynamic pixel block partition

嵌入 像素 信息隐藏 失真(音乐) 块(置换群论) 图像(数学) 算法 峰值信噪比 计算机科学 数学 分拆(数论) 计算机视觉 人工智能 电信 组合数学 放大器 几何学 带宽(计算)
作者
Xiang Wang,Jing Ding,Qingqi Pei
出处
期刊:Information Sciences [Elsevier BV]
卷期号:310: 16-35 被引量:123
标识
DOI:10.1016/j.ins.2015.03.022
摘要

Recently, various efficient reversible data-hiding schemes based on pixel value ordering have been proposed for embedding messages into high-fidelity images. In these schemes, after dividing the cover image into equal-sized blocks, the pixels within a given block are ordered according to their values, and data embedding is achieved by modifying the maximum and minimum values of each block. For a given embedding capacity, the optimal block size is exhaustively searched so that the embedding distortion is minimized. These pixel value ordering-based schemes perform fairly well, especially for low embedding capacity. However, to obtain a larger embedding capacity, a smaller block size should be used, which usually leads to a dramatic quality degradation of the marked image. In this paper, to address this drawback and to enhance the performance of pixel value ordering-based embedding further, a novel reversible data hiding method is proposed. Instead of using equal-sized blocks, a dynamic blocking strategy is used to divide the cover image adaptively into various-sized blocks. Specifically, flat image areas are preferentially divided into smaller blocks to retain high embedding capacity, whereas rough areas are divided into larger blocks to avoid decreasing peak signal-to-noise ratio. As a result, the proposed scheme can provide a larger embedding capacity than current pixel value ordering-based schemes while keeping distortion low. The superiority of the proposed method is also experimentally verified.
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