Abstract
This paper proposes simple but robust digital watermarking for color images based on Euclidean norms and quick coefficient alignment. For increasing the amount of hidden storage, we embedded two data bits in a host block at a time using a quick adjustment technique and four criteria that follow Euclidean norms of pixels. Simulations confirmed that a large number of secret bits can be embedded in host images without compromising image quality. In addition, our method is free from the underflow/overflow issue. The hidden storage provided by the proposed method is larger than that provided by existing color image watermarking techniques. The watermarked images generated by the proposed method are robust against various types of attacks such as cropping, Gaussian/uniform noise addition, inversion, JPEG, JPEG2000, and zigzagging.

















Similar content being viewed by others
References
Bhatnagar G, Raman B (2009) A new robust reference watermarking scheme based on DWT-SVD. Comput Stand Interfaces 5:1002–1013
Chang CC, Chen YH, Lin CC (2009) A data embedding scheme for color images based on genetic algorithm and absolute moment block truncation coding. Soft Comput 13:321–331
Cheddad A, Condell J, Curran K, Kevitt PM (2010) Digital image steganography: survey and analysis of current methods. Signal Process 90:727–752
Cox IJ, Kilian J, Leighton FT, Shamoon T (1997) Secure spread spectrum watermarking for multimedia. IEEE Trans Image Process 6:1673–1687
Cox IJ, Miller ML, Bloom JA, Fridrich J, Kalker T (2008) Digital watermarking and steganography, 2nd edn. Morgan Kaufmann, MA
Diffie W, Hellman ME (1977) Special feature exhaustive cryptanalysis of the NBS data encryption standard. Computer 10:74–84
Eielinska E, Mazurczyk W, Szczypiorski K (2014) Trends in steganography. Commun ACM 57:86–95
Findik O, Babaoglu İ, Űlker E (2010) A color image watermarking scheme based on hybrid classification method: particle swarm optimization and k-nearest neighbor algorithm. Opt Commun 283:4916–4922
Findik O, Babaoglu İ, Űlker E (2011) A color image watermarking scheme based on artificial immune recognition system. Expert Syst Appl 38:1942–1946
Fu YG, Shen RM (2008) Color image watermarking scheme based on linear discriminant analysis. Comput Stand Interface 30:115–120
Li J, Li X, Yang B (2013) Reversible data hiding scheme for color image based on prediction-error and cross-channel correlation. Signal Process 93:2748–2758
Niu PP, Wang XY, Yang YP, Lu MY (2011) A novel color image watermarking scheme in nonsampled contourlet-domain. Expert Syst Appl 38:2081–2098
Olmos A, Kingdom FAA (2004) A biologically inspired algorithm for the recovery of shading and reflectance images. Perception 33:1463–1473
Phadikar A (2012) Data hiding techniques and applications specific designs. Academic Publishing, Saarbrucken
Qin C, Chang CC, Chen PY (2012) Self-embedding fragile watermarking with restoration capability based on adaptive bit allocation mechanism. Signal Process 92:1137–1150
Qin C, Chang CC, Chiu YP (2014) A novel joint data-hiding and compression scheme based on SMVQ and image painting. IEEE Trans Image Process 23:969–978
Rivest RL (1992) The MD5 message-digest algorithm. Int Request for Comments (RFC) 1321, Int Act Board, Int Privacy Task Force
Rivest R, Shamir A, Adleman L (1978) A method for obtaining digital signatures and public-key cryptosystems. Commun ACM 21:120–126
Su Q, Niu Y, Liu X, Zhu Y (2012) A blind dual color images watermarking scheme based on IWT and state coding. Opt Commun 285:1717–1724
Tsougenis ED, Papakostas GA, Koulouriotis DE, Karakasis EG (2014) Adaptive color image watermarking by the use of quaterion image moments. Expert Syst Appl 41:6408–6418
Wang Z, Bovik AC, Sheikh HR, Simoncelli EP (2004) Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process 13:600–612
Wang XY, Niu PP, Yang HY, Wang CP, Wang AL (2014) A new robust color image watermarking using local quaternion exponent moments. Inf Sci 277:731–754
Yang CY (2012) Use of radius weighted mean to hide data in colour images. The 5th IET Int Conf on U-Media Comp, August 16–18, Xining, China
Yang CY (2013) Robust watermarking scheme based on radius weight mean and feature-embedding technique. ETRI J 35:512–522
Yang CY, Wang WF (2014) Block-based colour image steganography using smart pixel-adjustment. The 8th Int Conf on Genetic and Evolutionary Computing, October 18–20, Nanchang, China
Yang CY, Wang WF (2014) Robust color image watermarking approach based on shape-specific points. The 10th Int Conf on Intelligent Information Hiding and Multimedia Signal Processing, August 27–29, Kitakyushu, Japan
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Yang, CY. Robust high-capacity watermarking scheme based on Euclidean norms and quick coefficient alignment. Multimed Tools Appl 76, 1455–1477 (2017). https://doi.org/10.1007/s11042-015-3065-8
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11042-015-3065-8