[1]李亚翔,张显全,俞春强,等.采用相邻像素预测的可逆信息隐藏算法[J].华侨大学学报(自然科学版),2020,41(2):223-229.[doi:10.11830/ISSN.1000-5013.201911018]
　LI Yaxiang,ZHANG Xianquan,YU Chunqiang,et al.Reversible Data Hiding Algorithm Using Adjacent Pixels Prediction[J].Journal of Huaqiao University(Natural Science),2020,41(2):223-229.[doi:10.11830/ISSN.1000-5013.201911018]
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采用相邻像素预测的可逆信息隐藏算法()
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《华侨大学学报（自然科学版）》[ISSN:1000-5013/CN:35-1079/N]

卷:
第41卷
期数:
2020年第2期
页码:
223-229
栏目:
出版日期:
2020-03-20

文章信息/Info

Title:
Reversible Data Hiding Algorithm Using Adjacent Pixels Prediction
文章编号:
1000-5013(2020)02-0223-07
作者:
李亚翔1;  张显全1; 2; 3;  俞春强1;  唐振军1; 2
1. 广西师范大学 计算机科学与信息工程学院, 广西 桂林 541004;2. 广西师范大学 广西多源信息挖掘与安全重点实验室, 广西 桂林 541004;3. 桂林电子科技大学 广西高校云计算与复杂系统重点实验室, 广西 桂林 541004
Author(s):
LI Yaxiang1;  ZHANG Xianquan1; 2; 3;  YU Chunqiang1;  TANG Zhenjun1; 2
1. College of Computer Science and Information Engineering, Guangxi Normal University, Guilin 541004, China; 2. Guangxi Key Lab of Multi-source Information Mining and Security, Guangxi Normal University, Guilin 541004, China; 3. Guangxi Colleges and Unive
关键词:
可逆信息隐藏;  相邻像素;  预测误差;  局部线性预测
Keywords:
reversible data hiding;  adjacent pixels;  prediction error;  local linear prediction
分类号:
TP391
DOI:
10.11830/ISSN.1000-5013.201911018
文献标志码:
A
摘要:
为了提高图像信息隐藏算法的信息嵌入容量和载密图像的保真度,提出一种采用相邻像素预测的可逆信息隐藏算法.构建局部线性预测模型,以待预测像素的3个相邻像素为目标像素,通过目标像素的相邻像素建立线性方程组,求解预测模型参数.应用预测模型进行预测,计算预测误差,绘制预测误差直方图,通过直方图平移实现可逆信息隐藏.实验结果表明:文中算法可通过较少的预测像素进行预测,比其他算法具有更高的预测精度和更大的信息嵌入容量.
Abstract:
In order to improve the data embedding capacity of the image data hiding algorithm and the fidelity of the masked image, this paper propose a reversible data hiding algorithm based on adjacent pixels prediction. Building local linear prediction model and taking the three adjacent predicted pixels as the target pixel, the linear equations are established with the adjacent pixels of the target pixel, and the parameters of the prediction model are solved. Using the prediction model to predict, calculate prediction error and plot prediction error histograms, then implement reversible date hiding algorithm by histogram shift. The experimental results show that the proposed algorithm in this paper can predict with fewer prediction pixels, and has higher prediction accuracy and larger data embedding capacity than that of other algorithms.

参考文献/References:

[1] ZHANG Xinpeng,WANG Shuozhong.Efficient steganographic embedding by exploiting modification direction[J].IEEE Communications Letters,2006,10(11):781-783.DOI:10.1109/LCOMM.2006.060863.
[2] FRIDRICH J,GOLJAN M,DU Rui.Invertible authentication[C]//Proceedings of Society of Photo-Optical Instrumentation Engineers.San Jose:[s.n.],2001:197-208.DOI:10.1117/12.435400.
[3] XUAN Guorong,CHEN Jidong,ZHU Jiang,et al.Lossless data hiding based on integer wavelet transform[C]//IEEE Workshop on Multimedia Signal Processing.Miami:IEEE Press,2002:312-315.DOI:10.1109/MMSP.2002.1203308.
[4] CELIK M U,SHARMA G,TEKALP A M,et al.Reversible data hiding[C]//International Conference on Image Processing.Rochester:IEEE Press,2002:157-160.DOI:10.1109/ICIP.2002.1039911.
[5] TIAN Jun.Reversible data embedding using a difference expansion[J].IEEE Transactions on Circuits and Systems for Video Technology,2003,13(8):890-896.DOI:10.1109/TCSVT.2003.815962.
[6] ALATTAR A M.Reversible watermark using the difference expansion of a generalized integer transform[J].IEEE Transactions on Image Processing,2004,13(8):1147-1156.DOI:10.1109/TIP.2004.828418.
[7] HUANG Fangjun,HUANG Jiwu,SHI Yunqing.New framework for reversible data hiding in encrypted domain[J].IEEE Transactions on Information Forensics and Security,2016,11(12):2777-2789.DOI:10.1109/TIFS.2016.2598528.
[8] SHI Yunqing.Reversible data hiding[C]//International Workshop on Digital Watermarking.Berlin:Springer,2004:1-12.DOI:10.1007/978-3-540-31805-7_1.
[9] LEE S K,SUH Y H,HO Y S.Reversiblee image authentication based on watermarking[C]//Proceedings of the 2006 IEEE International Conference on Multimedia and Expo.Toronto:IEEE Press,2006:1321-1324.DOI:10.1109/ICME.2006.262782.
[10] THODI D M,RODRIGUEZ J J.Expansion embedding techniques for reversible watermarking[J].IEEE Transactions on Image Processing,2007,16(3):721-730.DOI:10.1109/TIP.2006.891046.
[11] YANG C H,YANG M H.Improving histogram-based reversible data hiding by interleaving predictions[J].IET Image Processing,2010,4(4):223-234.DOI:10.1049/iet-ipr.2009.0316.
[12] SACHNEV V,KIM H J,NAM J.Reversible watermarking algorithm using sorting and prediction[J].IEEE Transactions on Circuits and Systems for Video Technology,2009,19(7):989-999.DOI:10.1109/TCSVT.2009.2020 257.
[13] 王晓雨,马宾,李健,等.基于多元线性回归的自适应图像可逆信息隐藏误差预测算法[J].应用科学学报,2018,36(2):362-370.DOI:10.3969/j.issn.0255-8297.2018.02.014.
[14] YI Shuang,ZHOU Yicong,HUA Zhongyun.Reversible data hiding in encrypted images using adaptive block-level prediction-error expansion[J].Signal Processing:Image Communication,2018,64:78-88.DOI:10.1016/j.image.2018.03.001.
[15] 盛骤,谢式千,潘承毅.概率论与数理统计[M].北京:高等教育出版社,2008.
　　

备注/Memo

备注/Memo:
收稿日期: 2019-11-16
通信作者: 张显全(1964-),男,副教授,主要从事计算机图形图像处理的研究.E-mail:zxq6622@163.com.
基金项目: 国家自然科学基金资助项目(61562007, 61762017); 广西自然科学基金资助项目(2017GXNSFAA198 222); 广西师范大学计算机科学与信息工程学院创新项目(JXYJSKT-2019-001)
更新日期/Last Update: 2020-03-20