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Journal of Real-Time Image Processing

, Volume 14, Issue 1, pp 147–157 | Cite as

Adaptive real-time reversible data hiding for JPEG images

  • Ching-Nung Yang
  • Cheonshik KimEmail author
  • Yen-Hung Lo
Special Issue Paper

Abstract

Data hiding used to embed data, such as copyright information, into various forms of media such as image, audio, or text with a minimum amount of perceivable degradation to the “host” signal. Therefore, in many cases, the cover media contain distortions even after the hidden data have been extracted. Thus, to extend the application of data hiding to some sensitive domains such as military, medical, and fine arts, which require the embedded cover images to be properly covered, reversible data hiding has become another new branch of this field. Our proposed scheme is inspired by Chang et al.’s idea. In this paper, we propose adaptive real-time reversible data hiding for JPEG images using successive zero coefficients in zigzag sequences of discrete cosine transformation blocks. The contribution of our proposed scheme successfully enhances the hiding capacity while the image quality of stego image and reversibility are maintained. The result of experiments conducted indicates that the proposed scheme enhances data hiding capacity, image quality, and improves performance.

Keywords

Reversible data hiding Steganography Discrete cosine transformation JPEG image 

Notes

Acknowledgments

This research was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) by the Ministry of Education, Science and Technology (20120192).

References

  1. 1.
    Kim, C.: Data hiding by an improved exploiting modification direction. Multimed. Tools Appl. 69(3), 569–584 (2014)CrossRefGoogle Scholar
  2. 2.
    Kim, C., Shin, D.K., Shin, D.I.: Data hiding in a Halftone image using hamming code (15, 11). Intell. Inf. Database Syst. 6592, 372–381 (2011)CrossRefGoogle Scholar
  3. 3.
    Kim, C., Yang, C.-N.: Steganography based on grayscale images using (5, 3) hamming code. Lect. Notes Comput. Sci. 9023, 588–598 (2015)CrossRefGoogle Scholar
  4. 4.
    Chang, C.C., Hsiao, J.Y., Chan, C.S.: Finding optimal least-significant-bit substitution in image hiding by dynamic programming strategy. Pattern Recognit 36, 1583–1595 (2003)CrossRefGoogle Scholar
  5. 5.
    Chan, C.K., Chen, L.M.: Hiding data in images by simple LSB substitution. Pattern Recognit. 37, 469–474 (2004)CrossRefzbMATHGoogle Scholar
  6. 6.
    Chang, C.C., Lin, C.Y., Wang, Y.Z.: New image steganographic methods using run-length approach. Inf. Sci. 176(22), 3393–3408 (2006)MathSciNetCrossRefGoogle Scholar
  7. 7.
    Yang, C.H., Wang, S.J.: Weighted bipartite graph for locating optimal LSB substitution for secret embedding. J. Discrete Math. Sci. Cryptogr. 9, 153–164 (2006)MathSciNetCrossRefzbMATHGoogle Scholar
  8. 8.
    Xia, Z., Wang, X., Sun, X., Liu, Q., Xiong, N.: Steganalysis of LSB matching using differences between nonadjacent pixels. Multimed. Tools Appl. (2014). doi: 10.1007/s11042-014-2381-8 Google Scholar
  9. 9.
    Xia, Z., Wang, X., Sun, X., Wang, B.: Steganalysis of least significant bit matching using multi-order differences. Secur. Commun. Netw. 7(8), 1283–1291 (2014)CrossRefGoogle Scholar
  10. 10.
    Gkizeli, M., Pados, D.A., Medley, M.J.: Optimal signature design for spread-spectrum steganography. IEEE Trans. Circuits Syst. Video Technol. 16(2), 391405 (2007)MathSciNetGoogle Scholar
  11. 11.
    Chang, C.C., Tsai, P.Y., Lin, M.H.: SVD-based digital image watermarking scheme. Pattern Recognit. Lett. 26(10), 1577–1586 (2005)CrossRefGoogle Scholar
  12. 12.
    Chung, K.L., Yang, W.N., Huang, Y.H., Wu, S.T., Hsu, Y.C.: On SVD-based watermarking algorithm. Appl. Math. Comput. 188(1), 54–57 (2007)MathSciNetzbMATHGoogle Scholar
  13. 13.
    Chang, C.C., Chen, G.M., Lin, M.H.: Information hiding based on search-order coding for VQ indices. Pattern Recognit. Lett. 25(11), 1253–1261 (2004)CrossRefGoogle Scholar
  14. 14.
    Yang, C.H., Lin, Y.C.: Reversible data hiding of a VQ index table based on referred counted. J. Vis. Commun. Image Represent. 20, 399–407 (2009)CrossRefGoogle Scholar
  15. 15.
    Leng, L., Zhang, J., Khan, M.K., Chen, X., Alghathbar, K.: Dynamic weighted discrimination power analysis: a novel approach for face and palmprint recognition in DCT domain. Int. J. Phys. Sci. 5(17), 2543–2554 (2010)Google Scholar
  16. 16.
    Iwata, M., Miyake, K., Shiozaki, A.: Digital steganography utilizing features of JPEG images. IEICE Trans. Fundam. E87–A(4), 929936 (2004)Google Scholar
  17. 17.
    Chang, C.C., Lin, C.C., Tseng, C.S., Tai, W.L.: Reversible hiding in DCT-based compressed images. Inf. Sci. 177, 2768–2786 (2007)CrossRefGoogle Scholar
  18. 18.
    Al-Asmari, A.K., Salama, A., Iliyasu, A.M., Al-qodah, M.A.; A DWT ordering scheme for hiding data in images using pixel value difference. In: 2012 Eighth International Conference on Computational Intelligence and Security (CIS), pp. 553–557 (2012)Google Scholar
  19. 19.
    Fridrich, J., Goljan, M., Du, R.: Invertible authentication, In: Proceedings of the SPIE Security Watermarking Multimedia Contents, San Jose, CA, pp. 197–208 (2001)Google Scholar
  20. 20.
    Tian, J.: Reversible data embedding using a difference expansion. IEEE Trans. Circuits Syst. Video Technol. 13, 890–896 (2003)CrossRefGoogle Scholar
  21. 21.
    Kamstra, L., Heijmans, H.J.A.M.: Reversible data embedding into images using wavelet techniques and sorting. IEEE Trans. Image Process. 14(12), 2082–2090 (2005)MathSciNetCrossRefGoogle Scholar
  22. 22.
    Thodi, M., Rodrguez, J.J.: Reversible watermarking by prediction-error expansion. In: Proceedings of 6th IEEE Southwest Symposium on Image Analysis and Interpretation, Lake Tahoe, CA, USA, 28–30 March, pp. 21–25 (2004)Google Scholar
  23. 23.
    Kim, H.J., Sachnev, V., Shi, Y.Q., Nam, J., Choo, H.G.: A novel difference expansion transform for reversible data embedding. IEEE Trans. Inf. Forensics Secur. 3(3), 456–465 (2008)CrossRefGoogle Scholar
  24. 24.
    Shi, Y.Q.: Reversible data hiding. In: IWDW 2004: Third International. Workshop, vol. 3304, pp. 1–12 (2004)Google Scholar
  25. 25.
    Hong, W., Chen, T.S.: Reversible data embedding for high quality images using interpolation and reference pixel distribution mechanism. J. Vis. Commun. Image Represent. 22, 131–140 (2011)CrossRefGoogle Scholar
  26. 26.
    Tsai, Y.Y., Tsai, D.S., Liu, C.L.: Reversible data hiding scheme based on neighboring pixel differences. Digit. Signal Process. 23, 919–927 (2013)MathSciNetCrossRefGoogle Scholar
  27. 27.
    Huang, L.C., Tseng, L.Y., Hwang, M.S.: A reversible data hiding method by histogram shifting in high quality medical images. J. Syst. Softw. 86, 716–727 (2013)CrossRefGoogle Scholar
  28. 28.
    Leung, H.Y., Cheng, L.M., Liu, F., Fu, Q.K.: Adaptive reversible data hiding based on block median preservation and modification of prediction errors. J. Syst. Softw. 86, 2204–2219 (2013)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2016

Authors and Affiliations

  1. 1.Department of Digital Media EngineeringAnyang UniversityAnyangKorea
  2. 2.Department of Computer Science and Information EngineeringNational Dong Hwa UniversityShoufengTaiwan
  3. 3.Department of Computer Science and EngineeringSejong UniversitySeoulRepublic of Korea

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