A PVD-based data hiding method with histogram preserving using pixel pair matching

被引:54
作者
Chen, Jeanne [1 ]
机构
[1] Natl Taichung Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taichung 406, Taiwan
关键词
Pixel value difference; Pixel pair; Difference histogram; Histogram analysis; Steganalysis; STEGANOGRAPHIC METHOD; MODULUS FUNCTION; IMAGES; SYSTEMS;
D O I
10.1016/j.image.2014.01.003
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposed a Pixel Value Difference (PVD) based method to embed unequal amounts of secret information using pixel complexity. In previous PVD methods, embedding was sequential. Therefore, secret information can be easily accessed by a third party by the sequence. These methods are also easily detected by difference histogram analysis since their difference histograms showed unnatural shapes when compared to the cover image. The IMF-PVD method has a smoother and more natural difference histogram but its payload is not improved over the other PVD-based methods. In the proposed method, secret information was embedded in 2 x 2 embedding cells which were composed with randomized embedding units to reduce the falling-off-boundary problem and to eliminate sequential embedding. Comparison results with IMF-PVD showed that the proposed method significantly had higher payload and image quality. Furthermore, the payload size may be adjusted by reference tables and threshold. Results also showed that the embedded information is not easily detected by the difference histogram analysis and chi-square test. (C) 2014 Elsevier B.V. All rights reserved.
引用
收藏
页码:375 / 384
页数:10
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