Block-Based Reversible Data Hiding Using Histogram Shifting and Modulus Operator for Digital Images

被引:8
作者
Garg, Pankaj [1 ]
Kasana, Singara Singh [1 ]
Kasana, Geeta [1 ]
机构
[1] Thapar Univ, Dept Comp Sci & Engn, Patiala 147004, Punjab, India
关键词
Data hiding; histogram; modulus; PSNR; SIM; MSE; PSNR-HVS; DIFFERENCE EXPANSION; COMPRESSED IMAGES; SCHEME; WATERMARKING; ALGORITHM;
D O I
10.1142/S0218126617501031
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A Reversible Data Hiding technique by using histogram shifting and modulus operator is proposed in which secret data is embedded into blocks of the cover image. These blocks are modified by using modulus operator to increase the number of peak points in the histogram of the cover image which further increases its embedding capacity. Secret data is embedded in the original cover blocks of the cover image by using peak points of the predicted blocks, which are generated by using modulus operator. Peak Signal to Noise Ratio and PSNR-Human Visual System are used to show the human visual acceptance of the proposed technique. Experimental results show that the embedding capacity is high as compared to the capacity of existing RDH techniques, while distortion in marked images is also less as compared to distortion produced by these existing techniques.
引用
收藏
页数:17
相关论文
共 29 条
[1]   Reversible watermark using the difference expansion of a generalized integer transform [J].
Alattar, AM .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2004, 13 (08) :1147-1156
[2]   Robust lossless data hiding using clustering and statistical quantity histogram [J].
An, Lingling ;
Gao, Xinbo ;
Yuan, Yuan ;
Tao, Dacheng .
NEUROCOMPUTING, 2012, 77 (01) :1-11
[3]  
[Anonymous], 2007, MORGAN KAUFMANN SERI
[4]  
[Anonymous], 2004, Data hiding fundamentals and applications: content security in digital multimedia
[5]   Digital steganography: Hiding data within data [J].
Artz, D .
IEEE INTERNET COMPUTING, 2001, 5 (03) :75-80
[6]  
Celik MU, 2002, 2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL II, PROCEEDINGS, P157
[7]   Histogram-based Reversible Data Hiding Based on Pixel Differences with Prediction and Sorting [J].
Chang, Ya-Fen ;
Tai, Wei-Liang .
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2012, 6 (12) :3100-3116
[8]   High capacity lossless data hiding based on histogram modification [J].
Fallahpour, M. ;
Sedaaghi, M. H. .
IEICE ELECTRONICS EXPRESS, 2007, 4 (07) :205-210
[9]  
Hwang J, 2006, LECT NOTES COMPUT SC, V4283, P348
[10]  
Jian Tang, 2011, 2011 4th International Congress on Image and Signal Processing (CISP 2011), P371, DOI 10.1109/CISP.2011.6099964