Skip to main content
Log in

An efficient and robust zero watermarking algorithm

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

Abstract

To improve the resistance to geometric rotation attacks and to solve the problem of high computational complexity of existing watermarking algorithms, a novel efficient and robust zero watermarking algorithm in spatial domain is proposed. First, the central pixels of different channels of colorful host image are taken as the center of the circle, and the features of the image are constructed by the pixels covered by rings with different radius and width. The binary feature image is obtained by binary operation on the constructed image features. Then, the zero watermark image is constructed by XOR operation for the scrambled binary feature image and copyright watermark image encrypted Logistic chaotic algorithm. Finally, the zero watermark image is stored in the intellectual property database for copyright certification in possible copyright disputes. Experimental results show that the proposed algorithm is robust to geometric rotation attacks and common image processing attacks. Compared with similar zero watermarking schemes, the proposed algorithm has lower computational complexity and better robustness.

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

Similar content being viewed by others

References

  1. Boland F M, O’Ruanaidh J J, Dautzenberg C (1995) Watermarking digital images for copyright protection. In: Fifth International Conference on Image Processing and its Applications. IET, pp 326–330. https://doi.org/10.1049/cp:19950674

  2. Chang C C, Chuang J C (2002) An image intellectual property protection scheme for gray-level images using visual secret sharing strategy. Pattern Recogn Lett 23(8):931–941. https://doi.org/10.1016/S0167-8655(02)00023-5

    Article  Google Scholar 

  3. Chang C C, Lin P Y (2008) Adaptive watermark mechanism for rightful ownership protection. J Syst Softw 81(7):1118–1129. https://doi.org/10.1016/j.jss.2007.07.036

    Article  Google Scholar 

  4. Chen T H, Horng G, Lee W B (2005) A publicly verifiable copyright-proving scheme resistant to malicious attacks. IEEE Trans Ind Electron 52 (1):327–334. https://doi.org/10.1109/TIE.2004.841083

    Article  Google Scholar 

  5. Gao G, Jiang G (2015) Bessel-fourier moment-based robust image zero-watermarking. Multimed Tools Appl 74(3):841–858. https://doi.org/10.1007/s11042-013-1701-8

    Article  Google Scholar 

  6. Jiang F, Gao T (2020) A robust zero-watermarking algorithm for color image based on tensor mode expansion. Multimed Tools Appl 79(11):7599–7614. https://doi.org/10.1007/s11042-019-08459-3

    Article  Google Scholar 

  7. Kang X B, Lin G F, Chen Y J, Zhao F, Zhang E H, Jing C N (2020) Robust and secure zero-watermarking algorithm for color images based on majority voting pattern and hyper-chaotic encryption. Multimed Tools Appl 79 (1):1169–1202. https://doi.org/10.1007/s11042-019-08191-y

    Article  Google Scholar 

  8. Kang X, Zhao F, Chen Y, Lin G, Jing C (2020) Combining polar harmonic transforms and 2D compound chaotic map for distinguishable and robust color image zero-watermarking algorithm. J Vis Commun Image Represent 70:102804. https://doi.org/10.1016/j.jvcir.2020.102804

    Article  Google Scholar 

  9. Lu C S, Liao H Y (2001) Multipurpose watermarking for image authentication and protection. IEEE Trans Image Process 10(10):1579–1592. https://doi.org/10.1109/83.951542

    Article  Google Scholar 

  10. Podilchuk C I, Delp E J (2001) Digital watermarking: algorithms and applications. IEEE Signal Process Mag 18(4):33–46. https://doi.org/10.1109/79.939835

    Article  Google Scholar 

  11. Prasetyo H, Rosiyadi D, Setiawan I (2019) A New Variation of Singular Value Decomposition. In: 2019 International Symposium on Intelligent Signal Processing and Communication Systems (ISPACS). IEEE, pp 1–2. https://doi.org/10.1109/ISPACS48206.2019.8986253

  12. Prasetyo H, Rosiyadi D, Harjito B, Setiawan I (2019) Bit plane slicing-based progressive visual secret sharing for grayscale and color images. In 2019 International Symposium on Electronics and Smart Devices (ISESD). IEEE, pp 1–5. https://doi.org/10.1109/ISESD.2019.8909613

  13. Prasetyo H, Rosiyadi D, Horng S J (2018) Modified generalized random grids-based progressive secret sharing with lossless ability for binary image. In: 2018 International Conference on Computer, Control, Informatics and its Applications (IC3INA). IEEE, pp 181–186. https://doi.org/10.1109/IC3INA.2018.8629513

  14. Priya C, Ramya C (2021) Robust and secure video watermarking based on cellular automata and singular value decomposition for copyright protection. Circ Syst Signal Process 40(5):2464–2493. https://doi.org/10.1007/s00034-020-01585-6

    Article  Google Scholar 

  15. Rosiyadi D, Prasetyo H, Horng S J, Basuki A I (2020) Security Attack on Secret Sharing Based Watermarking Using Fractional Fourier Transform and Singular Value Decomposition. In: 2020 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET). IEEE, pp 343–347. https://doi.org/10.1109/ICRAMET51080.2020.9298671

  16. Roy S S, Basu A, Chattopadhyay A (2020) On the implementation of a copyright protection scheme using digital image watermarking. Multimed Tools Appl 79(19):13125–13138. https://doi.org/10.1007/s11042-020-08652-9

    Google Scholar 

  17. Shao Z, Shang Y, Zeng R, Shu H, Coatrieux G, Wu J (2016) Robust watermarking scheme for color image based on quaternion-type moment invariants and visual cryptography. Signal Process Image Commun 48:12–21. https://doi.org/10.1016/j.image.2016.09.001

    Article  Google Scholar 

  18. Tsai H H, Tseng H C, Lai Y S (2010) Robust lossless image watermarking based on α-trimmed mean algorithm and support vector machine. J Syst Softw 83(6):1015–1028. https://doi.org/10.1016/j.jss.2009.12.026

    Article  Google Scholar 

  19. Tsai H H, Lai Y S, Lo S C (2013) A zero-watermark scheme with geometrical invariants using SVM and PSO against geometrical attacks for image protection. J Syst Softw 86(2):335–348. https://doi.org/10.1016/j.jss.2012.08.040

    Article  Google Scholar 

  20. USC-SIPI image database. [Online]. Available: http://sipi.usc.edu/database/

  21. Voyatzis G, Pitas I (1999) The use of watermarks in the protection of digital multimedia products. Proc IEEE 87(7):1197–1207. https://doi.org/10.1109/5.771072.

    Article  Google Scholar 

  22. Wang C P, Wang X Y, Xia Z Q, Zhang C, Chen X J (2016) Geometrically resilient color image zero-watermarking algorithm based on quaternion exponent moments. J Vis Commun Image Represent 41:247–259. https://doi.org/10.1016/j.jvcir.2016.10.004

    Article  Google Scholar 

  23. Wang C P, Wang X Y, Xia Z Q, Zhang C, Chen X J (2016) Geometrically resilient color image zero-watermarking algorithm based on quaternion exponent moments. J Vis Commun Image Represent 41:247–259. https://doi.org/10.1016/j.jvcir.2016.10.004

    Article  Google Scholar 

  24. Wang C P, Wang X Y, Chen X J, Zhang C (2017) Robust zero-watermarking algorithm based on polar complex exponential transform and logistic mapping. Multimed Tools Appl 76(24):26355–26376. https://doi.org/10.1007/s11042-016-4130-7

    Article  Google Scholar 

  25. Wang B, Zhao P (2020) An adaptive image watermarking method combining SVD and Wang-Landau sampling in DWT domain. Mathematics 8(5):691. https://doi.org/10.3390/math8050691

    Article  MathSciNet  Google Scholar 

  26. Wang C, Wang X, Xia Z, Zhang C (2019) Ternary radial harmonic Fourier moments based robust stereo image zero-watermarking algorithm. Inf Sci 470:109–120. https://doi.org/10.1016/j.ins.2018.08.028

  27. Wen Q, Sun T F, Wang S X (2003) Concept and application of zero-watermark. Acta Electron Sin 31(2):214–216

    Google Scholar 

  28. Wolfgang R B, Delp E J (1996) A watermark for digital images. In: Proceedings of 3rd IEEE International Conference on Image Processing, vol 3. IEEE, pp 219–222. https://doi.org/10.1109/ICIP.1996.560423

  29. Wu X, Sun W (2013) Robust copyright protection scheme for digital images using overlapping DCT and SVD. Appl Soft Comput 13(2):1170–1182. https://doi.org/10.1016/j.asoc.2012.09.028

    Article  Google Scholar 

  30. Xiong X G (2018) A zero watermarking scheme with strong robustness in spatial domain. Acta Automat Sin 44(1)

  31. Yang H Y, Qi S R, Niu P P, Wang X Y (2020) Color image zero-watermarking based on fast quaternion generic polar complex exponential transform. Signal Process Image Commun 82:115747 https://doi.org/10.1016/j.image.2019.115747

  32. Yuan X C, Pun C M, Chen C L P (2013) Geometric invariant watermarking by local Zernike moments of binary image patches. Signal Process 93 (7):2087–2095. https://doi.org/10.1016/j.sigpro.2013.01.024

    Article  Google Scholar 

  33. Zou B, Du J, Liu X, Wang Y (2018) Distinguishable zero-watermarking scheme with similarity-based retrieval for digital rights Management of Fundus Image. Multimed Tools Appl 77 (21):28685–28708. https://doi.org/10.1007/s11042-018-5995-4

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yao Mao.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Yang, J., Hu, K., Wang, X. et al. An efficient and robust zero watermarking algorithm. Multimed Tools Appl 81, 20127–20145 (2022). https://doi.org/10.1007/s11042-022-12115-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11042-022-12115-8

Keywords

Navigation