Skip to main content
Log in

Reversible data hiding scheme based on dual stegano-images using orientation combinations

  • Published:
Telecommunication Systems Aims and scope Submit manuscript

Abstract

This work presents a novel reversible data hiding scheme based on combinations of pixel orientations located at two steganographic images to enhance embedding capacity and preserve good visual quality. Before secret data are embedded, the proposed scheme converts the data into a sequence of digits in a base-5 numeral system. The conversion then extends the abilitity to carry more secret data. When the secret data embedding procedure is performed, the original cover pixel value can only be modified by at most plus or minus one, thus ensuring that the stegano-image also has excellent visual quality. Moreover, image recovery does not require overhead information. Experimental results demonstrate that the embedding capacity is around 1.07 bpp and PSNR reaches 49.6 dB. The experimental comparison also reveals that the proposed scheme outperforms other related schemes in terms of embedding rate and retains a high visual effect of stegano-image.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. Alattar, A. M. (2004). Reversible watermark using the difference expansion of a generalized integer transform. IEEE Transactions on Image Processing, 13(8), 1147–1156.

    Article  Google Scholar 

  2. Carli, M., Campisi, P., & Neri, A. (2006). Perceptual aspects in data hiding. Telecommunications Systems, 33(1–3), 117–129.

    Article  Google Scholar 

  3. Celik, M. U., Sharma, G., Tekalp, A. M., & Saber, E. (2005). Lossless generalized-LSB data embedding. IEEE Transactions on Image Processing, 14(2), 253–266.

    Article  Google Scholar 

  4. Chan, C. K., & Cheng, L. M. (2004). Hiding data in images by simple LSB substitution. Pattern Recognition, 37(3), 469–474.

    Article  Google Scholar 

  5. Chang, C. C., & Lu, T. C. (2006). A difference expansion oriented data hiding scheme for restoring the original host images. The Journal of Systems and Software, 79(12), 1754–1766.

    Article  Google Scholar 

  6. Chang, C. C., Kieu, Duc, & Chou, Y. C. (2007). Reversible data hiding scheme using two steganographic images. In TENCON 2007 IEEE region 10 conference.

    Google Scholar 

  7. Kim, H. J., Sachnev, V., Shi, Y. Q., Jeho, N., & Choo, H. G. (2008). A novel difference expansion transform for reversible data embedding. IEEE Transactions on Information Forensics and Security, 3(3), 456–465.

    Article  Google Scholar 

  8. Lee, C. C., Wu, H. C., Tsai, C. S., & Chu, Y. P. (2008). Adaptive lossless steganographic scheme with centralized difference expansion. Pattern Recognition, 41(6), 2097–2106.

    Article  Google Scholar 

  9. Lee, C. F., Wang, K. H., Chang, C. C., & Huang, Y. L. (2009). A reversible data hiding scheme based on dual steganographic images. In Proceedings of the third international conference on ubiquitous information management and communication (p. 228–237).

    Google Scholar 

  10. Lin, C. C., Tai, W. L., & Chang, C. C. (2008). Multilevel reversible data hiding based on histogram modification of difference images. Pattern Recognition, 41(12), 3582–3591.

    Article  Google Scholar 

  11. Lin, I. C., Lin, Y. B., & Wang, C. M. (2009). Hiding data in spatial domain images with distortion tolerance. Computer Standards & Interfaces, 31(2), 458–464.

    Article  Google Scholar 

  12. Mielikainen, J. (2006). LSB matching revisited. IEEE Signal Processing Letters, 13(5), 285–287.

    Article  Google Scholar 

  13. Shiu, H. J., Ng, K. L., Fang, J. F., Lee, R. C. T., & Huang, C. H. (2010). Data hiding methods based upon DNA sequences. Information Sciences, 180(11), 2196–2208.

    Article  Google Scholar 

  14. Tian, J. (2003). Reversible data embedding using a difference expansion. IEEE Transactions on Circuits and Systems for Video Technology, 13(8), 890–896.

    Article  Google Scholar 

  15. Yang, C. H. (2008). Inverted pattern approach to improve image quality of information hiding by LSB substitution. Pattern Recognition, 41(8), 2674–2683.

    Article  Google Scholar 

  16. Yip, S. K., Au, O. C., Wong, H. M., & Ho, C. W. (2006). Generalized lossless data hiding by multiple predictors. In Proceedings of IEEE international symposium on circuits and systems (pp. 1426–1429).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chin-Feng Lee.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lee, CF., Huang, YL. Reversible data hiding scheme based on dual stegano-images using orientation combinations. Telecommun Syst 52, 2237–2247 (2013). https://doi.org/10.1007/s11235-011-9529-x

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11235-011-9529-x

Keywords

Navigation