Skip to main content
Log in

Adaptive digital image watermarking for color images in frequency domain

  • Published:
Multimedia Tools and Applications Aims and scope Submit manuscript

Abstract

We have presented an algorithm of digital image watermarking for color images which we implemented in frequency domain. Before inserting the watermark, we added the Hamming codes row wise as well column wise in the intensity component of color image. Two encryption techniques were implemented on the ECC inserted watermark for its security. The pixel position for inserting the watermark was calculated using starting row and column number for that 8 × 8 block. Pixel embedding strength is calculated using criteria that low frequency is robust in general signal processing attacks, thus choosing less value to be embedded and vice-versa. Results show that the watermarking algorithm is robust against common signal processing attacks. The algorithm is tested against multiple attacks also.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14
Fig. 15
Fig. 16
Fig. 17
Fig. 18
Fig. 19
Fig. 20

Similar content being viewed by others

References

  1. Abdul W, Carre P, Gaborit P (2009) List decoding of Reed Solomon codes for wavelet based colour image watermarking scheme. Image Process (ICIP). 16th IEEE International Conference on, vol., no., pp.3637–3640, 7–10 Nov. 2009

  2. Akhaee MA, Sahraeian SME, Jin C (2011) Blind image watermarking using a sample projection approach. IEEE Trans Inf Forensics Secur 6(3):883–893

    Article  Google Scholar 

  3. Boneh D, Shaw J (1998) Collusion-secure fingerprinting for digital data. IEEE Trans Inf Theory 44(5):1897–1905

    Article  MATH  MathSciNet  Google Scholar 

  4. Business Software Alliances. Piracy study, Fourth Annual BSA And IDC Global Software, 2007. http://www.bsa.org/globalstudy/

  5. Cika P (2009) Watermarking scheme based on discrete wavelet transform and error-correction codes. Syst Signals Image Process. IWSSIP 2009. 16th International Conference on, vol., no., pp.1–4, 18–20 June 2009

  6. Domingo-Ferrer J, Herrera-Joancomarti J (2000) Short collusion-secure fingerprints based on dual binary Hamming codes. Electron Lett 36(20):1697–1699

    Article  Google Scholar 

  7. Ge H, Su F, Zhu Y (2002) Color image text watermarking using wavelet transform and error-correcting code. Signal Proc, 2002 6th International Conference on, 2:1584–1587

  8. Gu L, Huang J, Shi YQ (2003) Analysis of the role played by error correcting coding in robust watermarking. Circ Syst. ISCAS ‘03. Proceedings of the 2003 International Symposium on, vol.3, no., pp. III-798- III-801 vol.3, 25–28 May 2003

  9. Guyeux C, Bahi JM (2010) An improved watermarking scheme for internet applications. Evolving Internet (INTERNET). Second International Conference on, vol., no., pp.119–124, 20–25 Sept. 2010

  10. Industrial Design and Construction (IDC) and Business Software Alliance (BSA) (2004) Piracy study. http://www.bsaa.com.au/downloads/PiracyStudy070704.pdf

  11. Jayalakshmi M, Merchant SN, Desai UB (2008) Optimum retrieval of watermark from wavelet significant coefficients. IET Inf Secur 2(4):119–128

    Article  Google Scholar 

  12. Jung S-W, Ha LT, Ko S-J (2011) A new histogram modification based reversible data hiding algorithm considering the human visual system. IEEE Signal Process Lett 18(2):95–98

    Article  Google Scholar 

  13. Kung CM, Troung TK (2006) Visual robust oblivious watermarking technique using error correcting code. Commun Technol. ICCT ‘06. International Conference on, vol., no., pp.1–4, 27–30 Nov. 2006

  14. Li X, Yang B, Zeng T (2011) Efficient reversible watermarking based on adaptive prediction-error expansion and pixel selection. IEEE Trans Image Process 20(12):3524–3533

    Article  MathSciNet  Google Scholar 

  15. Lie W-N, Chang L-C (2006) Robust and high- quality time-domain audio watermarking based on low-frequency amplitude modification. IEEE Trans Multimedia 8(1):46–59

    Article  Google Scholar 

  16. Nayak J, Bhat PS, Kumar MS, Acharya UR (2004) Reliable transmission and storage of medical images with patient information using error control codes. India Annu Conf. Proceedings of the IEEE Indicon 2004. First, vol., no., pp. 147–150, 20–22 Dec. 2004

  17. Rahmani H, Mortezaei R, Moghaddam ME (2010) A new robust watermarking scheme to increase image security. EURASIP J Adv Signal Process 2010:1–30, Article ID 428183

    Article  Google Scholar 

  18. Solanki K, Jacobsen N, Madhow U, Manjunath BS, Chandrasekaran S (2004) Robust image-adaptive data hiding using erasure and error correction. IEEE Trans Image Process 13(12):1627–1639

    Article  Google Scholar 

  19. Terzija N, Repges M, Luck K, Geisselhardt W (2002) Digital image watermarking using discrete wavelet transform: performance comparison of error correction codes. Proc Vis Imaging Image Process

  20. Xiang S, Kim HJ, Huang J (2008) Invariant image watermarking based on statistical features in the low-frequency domain. IEEE Trans Circ Syst Video Technol 18(6):777–790

    Article  Google Scholar 

  21. Xin Y, Pawlak M (2008) M-Ary phase modulation for digital watermarking. Int J Appl Math Comput Sci 18(1):93–104

    Article  MathSciNet  Google Scholar 

  22. Xuan M, Jiang J-G (2009) A novel watermarking algorithm in entropy coding based on image complexity analysis. Multimed Inf Netw Secur. MINES ‘09. International Conference on, vol.2, no., pp.126–129, 18–20 Nov. 2009

  23. Yong Z, Li-Cai L, Shen LQ, Tao JZ (2009) A blind watermarking algorithm based on block DCT for dual color images. Electron Commer Secur. ISECS ‘09. Second International Symposium on, vol.1, no., pp.213–217, 22–24 May 2009

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to G. S. Kalra.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Kalra, G.S., Talwar, R. & Sadawarti, H. Adaptive digital image watermarking for color images in frequency domain. Multimed Tools Appl 74, 6849–6869 (2015). https://doi.org/10.1007/s11042-014-1932-3

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-014-1932-3

Keywords

Navigation