Reversible data hiding exploiting spatial correlation between sub-sampled images

被引:157
作者
Kim, Kyung-Su [1 ]
Lee, Min-Jeong [1 ]
Lee, Hae-Yeoun [2 ]
Lee, Heung-Kyu [1 ]
机构
[1] Korea Adv Inst Sci & Technol, Div Comp Sci, Sch Elect Engn & Comp Sci, Taejon 305701, South Korea
[2] Kumoh Natl Inst Technol, Sch Comp & Software Engn, Gumi, Gyeongbuk, South Korea
关键词
Content authentication; Data hiding; Histogram modification; Reversible data hiding; Sub-sampling; Watermarking; HISTOGRAM-MODIFICATION; WATERMARKING; EXPANSION;
D O I
10.1016/j.patcog.2009.04.004
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Reversible data hiding enables host media to be restored from marked media without any loss of host information. Since this reversibility helps to make right decision during image analysis, it is highly desired in quality-sensitive imagery where even the minimal distortion introduced by embedding data is unacceptable. In this paper, we propose a reversible data hiding method that modifies the difference histogram between sub-sampled images. It exploits the high spatial correlation inherent in neighboring pixels to achieve high capacity and imperceptible embedding. On various test images including 16-bit images, we demonstrate the validity of our proposed method by comparing to other existing reversible data hiding algorithms. Experimental results support that our method provides high embedding capacity while keeping the distortions at a low level. (C) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3083 / 3096
页数:14
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