Abstract
Various digital watermarking techniques have been proposed in recent years for the purpose of protection of intellectual property rights of the creators of multimedia data, such as digital video. In order to achieve copyright protection of digital video we have adopted an imperceptible video watermarking approach based on Motion Detection and Singular Value Decomposition. Motion detection using temporal difference is used to identify the motion regions within a video frame where a watermark can be effectively embedded to ensure imperceptibility of the watermark. The unique properties of the singular values of an image, in this case the individual motion regions within the video frames, are utilized to enhance the robustness of watermarking and make it non-invertible. The resultant watermarked video is then tested for its robustness against attacks for watermark degradation and removal.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Abdallah, H.A., Hadhoud, M.M., Shaalan, A.A.: SVD-based watermarking scheme in complex wavelet domain for color video. In: International Conference on Computer Engineering & Systems, pp. 455–460 (2009)
Anderson, C., Burt, P., Van der Wal, G.: Change detection and tracking using pyramid transformation techniques. In: Proc. SPIE-Intelligent Robots and Computer Vision, vol. 579, pp. 72–78 (1985)
Baisa, L.G., Manthalkar, R.R.: An Overview of Transform Domain Robust Image Watermarking Algoritms. Journal of Emerging Trends in Computing and Information Sciences 2, 37–42 (2010)
Chetan, K.R., Raghavendra, K.: DWT Based Blind Digital Video Watermarking Scheme for Video Authentication. International Journal of Computer Applications (10), article 4 (2010)
Deshpande, N., Rajurkar, A., Manthalkar, R.: Review of Robust Video Watermarking Algorithms. IJCSIS 7(3), 237–246 (2010)
Ding, Y., Zheng, X., Zhao, Y., Liu, G.: A Video Watermarking Algorithm Resistant to Copy Attack. In: Third International Symposium on Electronic Commerce and Security (2010)
Doërr, G., Dugelay, J.L.: A guide tour of video watermarking. Signal Processing: Image Commun. 18(4), 263–282 (2003)
Doërr, G., Dugelay, J.L.: Security Pitfalls of Frame-by-Frame Approaches toVideo Watermarking. IEEE Transactions on Signal Processing 52, 2955–2964 (2004)
Ganic, E., Eskicioglu, A.M.: Robust DWT-SVD Domain Image Watermarking: Embedding Data in All Frequencies. In: Proceedings of the Workshop on Multimedia and Security (2004)
Haj, A.A., Manasrah, T.: Non-Invertible Copyright Protection of Digital Images Using DWT and SVD. In: 2nd International Conference on Digital Information Management, ICDIM 2007, vol. 1, pp. 448–453 (2007)
Jayamalar, T., Radha, V.: Survey on Digital Video Watermarking Techniques and Attacks on Watermarks. International Journal of Engineering Science and Technology 2(12), 6963–6967 (2010)
Kalker, T.: Considerations on watermarking security. In: Proceedings IEEE Workshop Multimedia Signal Processing, pp. 201–206 (2001)
Kaufman, J., Celenk, M.: Digital Video Watermarking using Singular Value Decomposition and 2D Principal Component Analysis. In: IEEE International Conference on Image Processing, pp. 2561–2564 (2007)
Khatib, T., Haj, A., Rajab, L., Mohammed, H.: A Robust Video Watermarking Algorithm. Journal of Computer Science 4, 910–915 (2008)
Kong, W., Yang, B., Wu, D., Niu, X.: SVD Based Blind Video Watermarking Algorithm. In: First International Conference on Innovative Computing, Information and Control, ICICIC 2006, pp. 265–268 (2006)
Langelaar, G., Setyawan, I., Lagendijk, R.: Watermarking Digital Image and Video Data: A State of - Art Overview. IEEE Signal Processing Magazine, 20–46 (2000)
Li, Q., Chang, E.: On the Possibility of Non-Invertible Watermarking Schemes. In: Proceedings of the 6th International Workshop on Information Hiding, Canada, pp. 13–24 (2004)
Liu, R., Tan, T.: A SVD-Based Watermarking Scheme For Protecting Rightful Ownership. IEEE Transactions on Multimedia 4, 121–128 (2009)
Meng, J., Chang, S.: Embedding Visible Video Watermarks in the Compressed Domain. In: Proceedings of International Conference on Image Processing, ICIP 1998, vol. 1, pp. 474–477 (1998)
Patel, H., Patoliya, J., Panchal, P., Patel, R.N.: Digital Robust Video Watermarking using 4-level DWT. International Journal of Advanced Engineering Technology 1, 101–113 (2010)
Podilchuk, C.I., Delp, E.J.: Digital watermarking: algorithms and applications. IEEE Signal Processing Magazine 18, 33–46 (2001)
Potdar, V., Han, S., Chang, E.: A Survey of Digital Image Watermarking Techniques. In: Proceedings of the IEEE International Conference on Industrial Informatics, pp. 709–716 (2005)
Rajab, L., Khatib, T., Haj, A.: Video Watermarking Algorithms Using the SVD Transform. European Journal of Scientific Research 30(3), 389–401 (2009) ISSN 1450-216X
Sinha, S., Pramanick, P., Jagatramka, A., Bardhan, P.: Digital Video Watermarking using Singular Value Decomposition. In: Proceedings on IEEE EDS Student Paper Conference, pp. 53–56 (2011)
Thakur, M.K., Saxena, V., Gupta, J.P.: A Performance Analysis of Objective Video Quality Metrics for Digital Video Watermarking. In: 3rd IEEE International Conference Computer Science and Information Technology (ICCSIT), vol. 4, pp. 12–17 (2010)
Tirkel, A.Z., Rankin, G.A., Van Schyndel, R.M., Ho, W.J., Mee, N.R.A., Osborne, C.F.: Electronic Water Mark. In: DICTA 1993, pp. 666–673. Macquarie University (1993)
Tokari, T., Kanoczi, T., Levicky, D.: Digital Watermarking of uncompressed video in spatial domain. In: 19th International Conference on Radioelektronika, pp. 319–322 (2009)
Wu, Y.: On the Security of an SVD-Based Ownership Watermarking. IEEE Transactions on Multimedia 7(4) (2005)
Zhou, Z., Tang, B., Liu, X.: A Block-SVD Based Image Watermarking Method. In: Proceedings of the 6th World Congress on Intelligent Control and Automation (2006)
Zhu, X., Zhao, J., Xu, H.: A Digital Watermarking Algorithm and Implementation Based on Improved SVD. In: 18th International Conference on Pattern Recognition, ICPR, vol. 3, pp. 651–656 (2006)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Sinha, S., Pramanick, S., Jagatramka, A., Bardhan, P., Kole, D.K., Chakraborty, A. (2011). Digital Video Watermarking Using Motion Detection and Singular Value Decomposition. In: Nagamalai, D., Renault, E., Dhanuskodi, M. (eds) Advances in Digital Image Processing and Information Technology. DPPR 2011. Communications in Computer and Information Science, vol 205. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24055-3_24
Download citation
DOI: https://doi.org/10.1007/978-3-642-24055-3_24
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-24054-6
Online ISBN: 978-3-642-24055-3
eBook Packages: Computer ScienceComputer Science (R0)