Resilience of selected digital watermarking algorithms To transformation, distortion and compression

Marek Woda, Michał Czemarmazowicz

Abstract


The work concerns a comparative analysis of well-known and widely used signing digital images using digital watermarks. It consists of three parts: the introduction to the subject matter, description of algorithms, and the research part. In the research part: tools, tests and results of digital watermarks resistance on the transformation, distortion and compression are presented. In conclusion, the findings are discussed and directions for further research identified.

Keywords


digital watermarking; comparative analysis; transformation; deformation; compression

Full Text:

PDF

References


Asmara R.A., Agustina R., Hidayatulloh: Comparison of Discrete Cosine Transforms (DCT), Discrete Fourier Transforms (DFT), and Discrete Wavelet Transforms (DWT) in Digital Image Watermarking. International Journal of Advanced Computer Science and Applications, vol. 8(2), 2017, p. 245÷249.

Bansal N., Deolia V.K., Bansal A., Pathak P.: Comparative analysis of LSB, DCT and DWT for Digital Watermarking. Computing for Sustainable Global Development (INDIACom), IEEE 2nd International Conference on, March 2015, p. 40÷45.

Bianchi T., Piva A.: Secure Watermarking for Multimedia Content Protection: A Review of its Benefits and Open Issues. IEEE Signal Processing Magazine, vol. 30(2), 2013, p. 87÷96.

Cox I.J., Miller M.L., Bloom J.A., Honsinger C.: Digital Watermarking. vol. 1558607145, Morgan Kaufmann, San Francisco 2002.

Cherian J., Mereena, A.T.: A Survey on DWT and LWT Based Digital Image Watermarking, 2016.

Han Y., He W., Ji S., Luo Q.: A Digital Watermarking Algorithm of Color Image Based on Visual Cryptography and Discrete Cosine Transform. P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), IEEE 9th International Conference on, Novemver 2015, p. 525÷530.

Kashyap N., Singh S.N.: Analysis of Multimedia Watermarking Techniques. International Journal of Emerging Technology and Advanced Engineering, vol. 4(6), 2014.

Nikolaidis N., Pitas I.: Robust Image Watermarking in the Spatial Domain. Signal Processing, vol. 66(3), 1998, p. 385÷403.

Nguyen S.C., Ha K.H., Nguyen H.M.: A New Image Watermarking Scheme Using Contourlet Transforms. Information Technology, Computer, and Electrical Engineering (ICITACEE), 3rd International Conference on, 2016.

Moniruzzaman M., Hawlader M.A.K., Hossain M.F.: Wavelet Based Watermarking Approach of Hiding Patient Information in Medical Image for Medical Image Authentication. Computer and Information Technology (ICCIT), IEEE 17th International Conference on, December 2014, p. 374÷378.

Liber A., Kurek W.: Niedostrzegalne sygnatury cyfrowe obrazów rastrowych odporne na procesy drukowania i skanowania. Współczesne problemy informatyki. Problemy analizy i projektowania sieci komputerowych, pod red. S. Lebiediewej i A. Libera. Wydawnictwo Wyższej Szkoły Menedżerskiej, Legnica 2005, s. 175÷200.

Lipiński P: Odporne cyfrowe znaki wodne w obrazach, Adaptacyjny dobór dziedziny osadzenia. Exit Publishing 2013, ISBN 978-83-7837-012-3.

Rajpal A., Mishra A., Bala R.: Robust Blind Watermarking Technique for Color Images Using Online Sequential Extreme Learning Machine. Computing, Communication and Security (ICCCS), IEEE International Conference on, December 2015, p. 1÷7.

Ram B.: Digital Image Watermarking Technique Using Discrete Wavelet Transform and Discrete Cosine Transform. International Journal of Advancements in Research & Technology, vol. 2(4), 2013, p. 19÷27.

Reddy A.A. and Chatterji, B.N.: A New Wavelet Based Logo-watermarking Scheme. Pattern Recognition Letters, vol. 26(7), 2005, p. 1019÷1027.

Sheth R.K., Nath V.V.: Secured Digital Image Watermarking with Discrete Cosine Transform and Discrete Wavelet Transform Method. Advances in Computing, Communication, and Automation (ICACCA) (Spring), IEEE International Conference on, April 2016, p. 1÷5.

Singh A.K., Kumar B., Dave M., Mohan A.: Multiple Watermarking on Medical Images Using Selective Discrete Wavelet Transform Coefficients. Journal of Medical Imaging and Health Informatics, vol. 5(3), 2015, p. 607÷614.

Su Q., Chen B.: Robust Color Image Watermarking Technique in the Spatial Domain. Soft Computing, 2017, p. 1÷16.

Świerkosz A.: Charakterystyka wybranych technik ukrywania obrazu. Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska, 2016.

Tayan O., Alginahi Y.M.: A Review of Recent Advances on Multimedia Watermarking Security and Design Implications for Digital Quran Computing. Biometrics and Security Technologies (ISBAST), IEEE International Symposium, January 2015.

Tsai F.M., Hsue W.L.: Image Watermarking Based on Various Discrete Fractional Fourier Transforms. International Workshop on Digital Watermarking, Springer, October 2014, p. 135÷144.

Xie Y., Tan H., Wang K.: A Novel Color Image Hologram Watermarking Algorithm Based on QDFT-DWT. IEEE Control and Decision Conference (CCDC), China, May 2016, p. 4349÷4354.

Xia Z., Wang X., Zhang L., Qin Z., Sun X., Ren K.:A Privacy-preserving and Copy-deterrence Content-based Image Retrieval Scheme in Cloud Computing. IEEE Transactions on Information Forensics and Security, vol. 11(11), 2016, p. 2594÷2608.




DOI: http://dx.doi.org/10.21936/si2017_v38.n3.817