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Digital Video Watermarking Based on RGB Color Channels and Principal Component Analysis

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Knowledge-Based Intelligent Information and Engineering Systems (KES 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5178))

Abstract

Embedding a digital watermark in an electronic document is proving to be a feasible solution for multimedia copyright protection and authentication purposes. In the present paper we propose a new digital video watermarking scheme based on Principal Component Analysis. We detect the video shots based on informational content, and color similarities; we extract the key frames of each shot and each key frame is composed of three color channels, and our proposed algorithm allows us to embed a watermark in the three color channels RGB of an input video file. The preliminary results show a high robustness against most common video attacks, especially frame dropping, cropping and recalling for a good perceptual quality.

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References

  1. Chan, P.W., Lyu, M.R.: A DWT-based Digital Video Watermarking Scheme with Error Correcting Code. In: Proceedings Fifth International Conference on Information and Communications Security, pp. 202–213 (2003)

    Google Scholar 

  2. Dittmann, Steinebach: Joint Watermarking of Audio-Visual Processing. In: IEEE Fourth Workshop on Multimedia Signal Processing, France (October 2001)

    Google Scholar 

  3. Bloom, J.A., Cox, I.J.: Copy Protection for DVD Video. Proceedings of the IEEE, USA (1999)

    Google Scholar 

  4. Hien, T.D., Chen, Y.-W., Nakao, Z.: A robust digital watermarking technique based on principal component analysis. International Journal of Computational Intelligence and Applications 4(2), 138–192 (2004)

    Article  Google Scholar 

  5. Miyara, K., Hien, T.D., Harrak, H., Nakao, Z., Nagata, Y.: Multichannel color image watermarking using PCA eigenimages. In: Advances in soft computing, vol. 5, pp. 287–296. Springer, Heidelberg (2006)

    Google Scholar 

  6. dl Sch, A., Szeliski, R., Salesin, D.H., Essa, I.: Video textures. In: Proceedings of SIGGRAPH 2000, pp. 489–498 (2000)

    Google Scholar 

  7. Rui, Y., Huang, T., Mehrota, S.: Exploring Video structure beyond the shots. In: Proceedings of IEEE International Conference on Multimedia Computing and Systems, USA (1998)

    Google Scholar 

  8. Bruno, J., Bruno, E., Pun, T.: Information-theoritic temporal segmentation of video and applications:multiscale keyframe selection and shot boundaries detection. Kluwer Academic Publishers, Netherland (2005)

    Google Scholar 

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Ignac Lovrek Robert J. Howlett Lakhmi C. Jain

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© 2008 Springer-Verlag Berlin Heidelberg

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Mirza, H., Thai, H., Nakao, Z. (2008). Digital Video Watermarking Based on RGB Color Channels and Principal Component Analysis. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2008. Lecture Notes in Computer Science(), vol 5178. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85565-1_16

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  • DOI: https://doi.org/10.1007/978-3-540-85565-1_16

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85564-4

  • Online ISBN: 978-3-540-85565-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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