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Reversible Color Image Watermarking in the YCoCg-R Color Space

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Information Systems Security (ICISS 2015)

Part of the book series: Lecture Notes in Computer Science ((LNSC,volume 9478))

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Abstract

Reversible Image Watermarking is a technique to losslessly embed and retrieve information (in the form of a watermark) in a cover image. We have proposed and implemented a reversible color image watermarking algorithm in the YCoCg-R color space, based on histogram bin shifting of the prediction errors, using weighted mean based prediction technique to predict the pixel values. The motivations for choosing the YCoCg-R color space lies in the fact that its transformation from the traditional RGB color space is reversible, with higher transform coding gain and near to optimal compression performance than the RGB and other reversible color spaces, resulting in considerably higher embedding capacity. We demonstrate through information theoretic analysis and experimental results that reversible watermarking in the YCoCg-R color space results in higher embedding capacity at lower distortion than RGB and several other color space representations.

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References

  1. Cox, I.J., Miller, M.L., Bloom, J.A., Fridrich, J., Kalker, T.: Digital Watermarking and Steganography. Morgan Kaufmann Publishers, San Francisc (2008)

    Google Scholar 

  2. Tian, J.: Reversible data embedding using a difference expansion. IEEE Trans. Circuits Syst. Video Technol. 13(8), 890–896 (2003)

    Article  Google Scholar 

  3. Ni, Z., Shi, Y.-Q., Ansari, N., Su, W.: Reversible data hiding. IEEE Trans. Circuits Syst. Video Technol. 16(3), 354–362 (2006)

    Article  Google Scholar 

  4. Alattar, A.M.: Reversible watermark using the difference expansion of a generalized integer transform. IEEE Trans. Image Process. 13(8), 1147–1156 (2004)

    Article  MathSciNet  Google Scholar 

  5. Alattar, A.M.: Reversible watermark using difference expansion of triplets. In: Proceedings of International Conference on Image Processing, vol. 1 (2003)

    Google Scholar 

  6. Alattar, A.M.: Reversible watermark using difference expansion of quads. In: Proceedings of International Conference on Acoustics, Speech, and Signal Processing, vol. 3 (2004)

    Google Scholar 

  7. Li, J., Li, Xi., Yang, B.: A new PEE-based reversible watermarking algorithm for color image. In: Proceedings of International Conference on Image Processing (2012)

    Google Scholar 

  8. Malvar, H.S., Sullivan, G.J., Srinivasan, S.: Lifting-based reversible color transformations for image compression. In: Proceedings of Optical Engineering and Applications (2008)

    Google Scholar 

  9. Naskar, R., Chakraborty, R.S.: Histogram-bin-shifting-based reversible watermarking for colour images. IET Image Process. 7(2), 99–110 (2013)

    Article  MathSciNet  Google Scholar 

  10. Naskar, R., Chakraborty, R.S.: Fuzzy inference rule based reversible watermarking for digital images. In: Venkatakrishnan, V., Goswami, D. (eds.) ICISS 2012. LNCS, vol. 7671, pp. 149–163. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  11. Cover, T.M., Thomas, J.A.: Elements of Information Theory. Wiley, Hoboken (2012)

    MATH  Google Scholar 

  12. Kandel, E.R., Schwartz, J.H., Jessell, T.M.: Principles of Neural Science. McGraw-Hill, New York (2000)

    Google Scholar 

  13. Nakachi, T., Fujii, T., Suzuki, J.: Lossless and near-lossless compression of still color images. In: Proceedings of International Conference on Image Processing, vol. 1. IEEE (1999)

    Google Scholar 

  14. Acharya, T., Tsai, P.-S.: JPEG2000 Standard for Image Compression: Concepts, Algorithms and VLSI Architectures. Wiley-Interscience, New York (2004)

    Book  Google Scholar 

  15. Kodak lossless true color image suite. http://r0k.us/graphics/kodak/

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Correspondence to Aniket Roy .

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© 2015 Springer International Publishing Switzerland

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Roy, A., Chakraborty, R.S., Naskar, R. (2015). Reversible Color Image Watermarking in the YCoCg-R Color Space. In: Jajoda, S., Mazumdar, C. (eds) Information Systems Security. ICISS 2015. Lecture Notes in Computer Science(), vol 9478. Springer, Cham. https://doi.org/10.1007/978-3-319-26961-0_28

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  • DOI: https://doi.org/10.1007/978-3-319-26961-0_28

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-26960-3

  • Online ISBN: 978-3-319-26961-0

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