Adaptive Blind Watermarking Using Energy Quantization

에너지 양자화를 이용한 적응적 블라인드 워터마킹

  • Published : 2004.09.01

Abstract

Digital watermarking is a technique which blends intellectual property right with security Blind watermarking 1S one of the difficult watermark technique because original data or inserted watermark is not needed. In this paper, we propose a new blind watermarking method using energy quantization in wavelet domain to insert watermark. The proposed method is robust for various attacks and attack strength because watermark strength is adaptively changed for energy variation of attacks. Simulation results show the proposed method is robust to various attacks such as noise addition, cropping, blurring, sharpening, maintaining imprescriptibility.

디지털 워터마킹은 지척재산권과 보안성을 결항시키는 기술이다 블라인드 워터마킹은 원본데이터나 삽입한 워터마크를 필요로 하지 않기 때문에 어려운 워터마킹 기술 중의 하나이다. 본 논문에서는 웨이블릿 영역의 에너지 양자화를 이용하여 워터마크를 삽입하는 방법을 제안한다. 제안 방법은 공격의 종류와 강도에 따른 영상의 에너지 변화에 대하여 워터마크 추출강도가 적응적으로 변하기 때문에 강인한 결과를 얻을 수 있다. 모의실험에서 상입된 워터마크의 비가시성을 유지하였으며, 잡음첨가, 잘라내기, 블러링, 샤프닝 등의 다양한 공격에 대해서 강인함을 보여주었다.

Keywords

References

  1. I.J.Cox, M.L.Miller J.A.Bloom, Digital Watermarking, Academic Press. 2002
  2. Quan Yuan, Hongxun Yao, Wen Gao, Sanghyun Joo, 'Blind watermarking method based on dwt middle frequency pair,' IEEE International Conference of Multimedia & Expo. vol.2, pp.473-476, 2002 https://doi.org/10.1109/ICME.2002.1035647
  3. Ikpyo Hong, Intaek Kim, Seung-Soo Han, 'A blind watermarking technique using wavelet transform,' IEEE International Symposium on Industrial Electronics, Vol.3, pp.1946-1950, 2001
  4. P.H.W.Wong, O.C.Au,'A blind watermarking technique in JPEG compressed domain,' IEEE International Conference on Image Processing, Vol. 3, pp. 497-500 2002
  5. I.J.Cox, J.Kilian, F.T.Leighton, and T.Shamoon, 'Secure spread spectrum watermarking for multimedia,' IEEE Trans. Image processing, Vol.6, pp.1673-1687, 1997 https://doi.org/10.1109/83.650120
  6. A. Lumini, D. Maio, 'A Wavelet-based Image Watermarking Scheme,' International Conference on Information Technologz, Coding and Computing, pp. 122 -127, 2000
  7. Barni, M. Bartolini, F. Piva, A. 'Improved wavelet-based watermarking through pixel-wise masking,' IEEE Transactions on Image Processing, Vo10 pp.783-791, 2001 https://doi.org/10.1109/83.918570
  8. I. Pitas and N. Nikolaidas 'Copyright Protection of Images Using Robust Signature,' IEEE International. Conference on Acoustics, Speech & Signal Processing, pp 2168-2171, 1996
  9. 노상윤, 박상주, 'HVS 특성을 이용한 Wavelet변환 공간에서의 효과적인 워터마킹 기법에 관한 연구' 한국통신학회논문집, Vol.27 No.4, 2002
  10. M. S. Hsieh. D. C. Tseng. Y. H. Huang. 'Hiding Digital Watermarks Using Multiresolution Wavelet Transform,' IEEE Transactions on Industrial Electronics, Vo1.48, No.5, pp.875-882, 2001 https://doi.org/10.1109/41.954550
  11. A. S. Lewis and G. Knowles, 'Image compression using the 2-D wavelet transform,' IEEE Trans. Image Processing, Vol, pp. 244-250, 1992
  12. J. M. Shapiro, 'Embedded image coding using zerotrees of wavelet coefficients,' IEEE Trans. Signal Processing, Vol.41, pp.3445-3426, 1993 https://doi.org/10.1109/78.258085
  13. O'Ruanaidh and T. Pun, 'Rotation, scale and translation invariant digital image watermarking,' IEEE International Conference on Image Processing, Vol.1, pp.536-539, 1997
  14. S. Pereira, T. Pun, 'Robust Template matching fo affine resistant image watermarks,' IEEE Trans. Image Processing, Vol.9, pp.1123-1129, 2000 https://doi.org/10.1109/83.846253
  15. M. Alghoniemy and A. H. Tewfik, 'Image watermarking by moment invariants,' IEEE International Conference on Image Processing, Vol.2, pp.73-76, 2001
  16. G. Langelaar, I. Setyawan, and R. Lagendijk, 'Watermarking digital image and video data,' IEEE Signal Processing Mag., Vol.917, pp.20-46, 2000
  17. J. R. Hernandez and F.Perez-Gonzalez, Statistical analysis of watermarking schemes for copyright protection of images,' Process. IEEE, Vol.9, pp.55-68, 2000
  18. Q. Cheng and T. S. Huang, 'Optimumdetection of multiplicative watermarks using locally optimum decision rule,' IEEE International Conference of Multimedia & Expo. 2001
  19. C. I. Podilchuk, W. Zeng, 'Image-adaptive watermarking using visual models,' IEEE Transactions on Image Processing, Vol10, pp. 148-158, 2001 https://doi.org/10.1109/83.892451
  20. M. Kutter, F. Jordan and F. Bosson, 'Digital Signature of Color Images using Amplitude Modulation,' Proc. of SPlE, Vol.3022, pp. 518-526, 1997 https://doi.org/10.1117/12.263442
  21. D. Kundur, D Hatzinakos, 'A robust digital image watermarking method using wavelet-band function. IEEE International Conference on Image processing, pp544-547, 1997