Advertisement

Robust Color Image Watermarking Using LS-SVM Correction

  • Panpan Niu
  • Xiangyang Wang
  • Mingyu Lu
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7368)

Abstract

Most of the existing color image watermarking schemes were designed to mark the image luminance component only. Based on Quaternion Discrete Cosine Transform (QDCT), quaternion geometric Legendre moment invariants (QGLMIs) and least squares support vector machine (LS-SVM), we propose a robust color image watermarking in QDCT, which achieves high robustness and good visual quality.

Keywords

Color image watermarking geometric distortion QDCT QGLMIs LS-SVM 

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 1.
    Cheddad, A., Condell, J., Curran, K.: Digital image steganography: survey and analysis of current methods. Signal Processing 90(3), 727–752 (2010)zbMATHCrossRefGoogle Scholar
  2. 2.
    Sadasivam, S., Moulin, P., Coleman, T.P.: A message-passing approach to combating desynchronization attacks. IEEE Trans. on Information Forensics and Security 6(1), 894–905 (2011)CrossRefGoogle Scholar
  3. 3.
    Fu, Y.G., Shen, R.M.: Color image watermarking scheme based on linear discriminant analysis. Computer Standard & Interfaces 30(3), 115–120 (2008)CrossRefGoogle Scholar
  4. 4.
    Niu, P.P., Wang, X.Y., Yang, Y.P., Lu, M.Y.: A novel color image watermarking scheme in nonsampled contourlet-domain. Expert Systems with Applications 38(3), 2081–2098 (2011)CrossRefGoogle Scholar
  5. 5.
    Kin, T.T., Zhang, X.P.: Color image watermarking using multidimensional Fourier transforms. IEEE Trans. on Information Forensics and Security 3(1), 16–28 (2008)CrossRefGoogle Scholar
  6. 6.
    Todd, A.E., Stephen, J.S.: Hypercomplex Fourier transforms of color images. IEEE Trans. on Image Processing 16(1), 22–35 (2007)CrossRefGoogle Scholar
  7. 7.
    Jia, T.: An approach for compressing of multichannel vibration signals of induction machines based on quaternion cosine transform. In: 2010 International Conference on E-Product E-Service and E-Entertainment (ICEEE 2010), Henan, China, November 7-9, pp. 3976–3979 (2010)Google Scholar
  8. 8.
    Gai, Q., Sun, Y.F., Wang, X.L.: Color image digital watermarking using discrete quaternion cosine-transform. Journal of Optoelectronics Laser 20(9), 1193–1197 (2009)Google Scholar
  9. 9.
    Zhang, H., Shu, H., Gouenou, C.: Affine Legendre moment invariants for image watermarking robust to geometric distortions. IEEE Trans. on Image Processing 20(8), 2189–2199 (2011)CrossRefGoogle Scholar
  10. 10.
    Peng, H., Wang, J., Wang, W.X.: Image watermarking method in multiwavelet domain based on support vector machines. Journal of Systems and Software 83(8), 1470–1477 (2010)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Panpan Niu
    • 1
  • Xiangyang Wang
    • 2
  • Mingyu Lu
    • 1
  1. 1.School of Information Science &TechnologyDalian Maritime UniversityDalianChina
  2. 2.School of Computer & Information TechnologyLiaoning Normal UniversityDalianChina

Personalised recommendations