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Multiple spatial watermarking technique in color images

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Abstract

This paper presents a novel multiple digital watermarking technique for the copyright protection of digital color images. In order to improve the robustness against cropping attacks, a binary watermark image is divided into four parts. Each is encrypted by a secret key and embedded into different regions of the blue component of the color image in the spatial domain. Watermark extraction is based on the comparisons between the original intensity pixel values and the corresponding watermarked intensity pixel values in blocks of size 8 × 8. The watermark-extracted bits are determined using the probabilities of detecting bit ‘1’ or bit ‘0’. The watermark can be extracted in several parts depending on the size of the host image, but only four of these are selected by a correlation coefficient detector and used to reconstruct the extracted watermark. Experimental results show that the proposed scheme successfully makes the watermark perceptually invisible and robust for a wide range of attacks, including JPEG-loss compression, median filtering, low pass filtering, rotation, rotation-scaling, rotation-crop, image cropping, image scaling, and self-similarity attacks.

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References

  1. Petitcolas F., Anderson R., Kuhn M.: Information hiding-a survey. Proc. IEEE 87(7), 1062–1078 (1999)

    Article  Google Scholar 

  2. Hartung F., Kutter M.: Multimedia watermarking techniques. Proc. IEEE 87(7), 1079–1107 (1999)

    Article  Google Scholar 

  3. De Vleeschouwer C., Delaigle J., Macq B.: Invisibility and application functionalities in perceptual watermarking an overview. Proc. IEEE 90(1), 64–77 (2002)

    Article  Google Scholar 

  4. Lee Y.K., Chen L.H.: High capacity image steganographic model. IEE Proceedings Vision, Image and Signal Processing 147, 288–294 (2000)

    Article  Google Scholar 

  5. Darmstaedter V., Delaigle J.F., Quisquater J.J., Macq B.B.: Low cost spatial watermarking. Comput. Graph. 22(4), 417–424 (1998)

    Article  Google Scholar 

  6. Chang-Hsing L., Yeuan-Kuen L.: An adaptive digital image watermarking technique for copyright protection. IEEE Trans. Consum. Electron. 45, 1005–1015 (1999)

    Article  Google Scholar 

  7. Kimpan S., Lasakul A., Chitwong S.: Variable block size based adaptive watermarking in spatial domain. Proc. IEEE Int. Symp. Conf. Commun. Inf. Technol. 1, 374–377 (2004)

    Google Scholar 

  8. Verma B., Jain S., Agarwal D., Phadikar A.: A new color image watermarking scheme. INFOCOMP J. comput. Sci. 5(2), 37–42 (2006)

    Google Scholar 

  9. Hueske K., Geldmacher J., Gotz J.: Adaptive decoding of convolutional codes. Adv. Radio Sci. 5, 209–214 (2007)

    Article  Google Scholar 

  10. Huang P.S., Chiang C.S., Chang C.P., Tu T.M.: Robust spatial watermarking technique for colour images via direct saturation adjustment. IEE Proc. Vis. Image Signal Process. 152(5,7), 561–574 (2005)

    Article  Google Scholar 

  11. Kutter M., Jordan F., Bossen F.: Digital watermarking of color images using amplitude modulation. J. Electron. Imaging 7, 326–332 (1998)

    Article  Google Scholar 

  12. Barni M., Bartolini F., Piva A.: Multichannel watermarking of color images. Proc. IEEE Trans. Circuit Syst. Video Technol. 12(3), 142–156 (2002)

    Article  Google Scholar 

  13. Liu L., Ren-Hou L., Qi G.: A new watermarking method based on DWT green component of color image. Proc. Int. Conf. Mach. Learn. Cybern. 6, 3949–3954 (2004)

    Google Scholar 

  14. Cheng L.M., Cheng L.L., Chan C.K.: Digital watermarking based on frequency random position insertion. Control Autom. Robot. Vis. Conf. 2, 977–982 (2004)

    Google Scholar 

  15. Raval M.S., Rege P.P: Discrete wavelet transform based multiple watermarking scheme. Int. Conf. Convergent Technol. Asia Pac. Reg. 3, 935–938 (2003)

    Article  Google Scholar 

  16. Jin C., Su T., Pan L.G.: Multiple Digital Watermarking Scheme Based on ICA. In: Eighth Int. Workshop on Image Analysis for Multimedia Interactive Services, WIAMIS ’07, p. 70 (2007)

  17. Cox I.J, Kilian J., Leighton F.T., Shamoon T.: Secure spread spectrum watermarking for multimedia. IEEE Trans. Image Process. 6(12), 1673–1687 (1997)

    Article  Google Scholar 

  18. Petitcolas F.A.P.: Watermarking schemes evaluation. IEEE Signal Process. Mag. 17(5), 58–64 (2000)

    Article  Google Scholar 

  19. Petitcolas F.A.P., Anderson R.J., Kuhn M.G.: Attacks on copyright marking systems. In: Proc. Information Hiding, 2nd Int, vol. 1525. LNCS, Springer, Workshop, Portland, Oregon, USA, pp. 218–238 (1998)

  20. Qi X., Qi J.: A robust content-based digital image watermarking scheme. Signal Process. 87(6), 1264–1280 (2007)

    Article  MATH  Google Scholar 

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Authors and Affiliations

  1. School of Informatics, University of Bradford, Bradford, UK

    Ibrahim Nasir, Ying Weng, Jianmin Jiang & Stanley Ipson

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  1. Ibrahim Nasir
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  2. Ying Weng
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  3. Jianmin Jiang
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  4. Stanley Ipson
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Correspondence to Ibrahim Nasir.

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Nasir, I., Weng, Y., Jiang, J. et al. Multiple spatial watermarking technique in color images. SIViP 4, 145–154 (2010). https://doi.org/10.1007/s11760-009-0106-7

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  • DOI: https://doi.org/10.1007/s11760-009-0106-7

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