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2020 | OriginalPaper | Chapter

An Efficient Image Watermarking Technique Based on IWT-DCT-SVD

Authors : Priyank Khare, Vinay Kumar Srivastava

Published in: Advances in VLSI, Communication, and Signal Processing

Publisher: Springer Singapore

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Abstract

Confidentiality of multimedia data such as image must be protected from illicit users. Thus, a novel image watermarking technique using Integer Wavelet Transform (IWT), Discrete Cosine Transform (DCT), and Singular Value Decomposition (SVD) is proposed in this paper. LL (low-low) subband is selected after applying one-level IWT on host image, which is further processed with DCT. Embedding of watermark is performed directly into Singular Values (SVs) of transformed image. Robustness of proposed technique is comprehensively determined under various set of attacks such as scaling and histogram equalization. The comparative study is also done among proposed technique and other prevailing techniques and experimental results clearly indicate effectiveness of this proposed method.

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Literature
1.
go back to reference Cox, I., Miller, M., Bloom, J., Fridrich, J., Kalker, T.: Digital watermarking and steganography, 2nd edn. Morgan kaufmann (2007) Cox, I., Miller, M., Bloom, J., Fridrich, J., Kalker, T.: Digital watermarking and steganography, 2nd edn. Morgan kaufmann (2007)
2.
go back to reference Nikolaidis, N., Pitas, I.: Robust image watermarking in the spatial domain. Sig. Process. 66(3), 385–403 (1998)CrossRef Nikolaidis, N., Pitas, I.: Robust image watermarking in the spatial domain. Sig. Process. 66(3), 385–403 (1998)CrossRef
3.
go back to reference Ali, M., Ahn, C.W., Pant, M.: A robust image watermarking technique using SVD and differential evolution in DCT domain. Opt.-Int. J. Light. Electron Opt. 125(1), 428–434 (2014)CrossRef Ali, M., Ahn, C.W., Pant, M.: A robust image watermarking technique using SVD and differential evolution in DCT domain. Opt.-Int. J. Light. Electron Opt. 125(1), 428–434 (2014)CrossRef
4.
go back to reference Lai, C.C., Tsai, C.C.: Digital image watermarking using discrete wavelet transform and singular value decomposition. IEEE Trans. Instrum. Meas. 59(11), 3060–3063 (2010)CrossRef Lai, C.C., Tsai, C.C.: Digital image watermarking using discrete wavelet transform and singular value decomposition. IEEE Trans. Instrum. Meas. 59(11), 3060–3063 (2010)CrossRef
5.
go back to reference Al-Haj, A.: Combined DWT-DCT digital image watermarking. J. Comput. Sci. 3(9), 740–746 (2007)CrossRef Al-Haj, A.: Combined DWT-DCT digital image watermarking. J. Comput. Sci. 3(9), 740–746 (2007)CrossRef
6.
go back to reference Sakthivel, S.M., Sankar, A.R.: Real time watermarking of grayscale images using integer DWT transform. In: Proceedings of the International Conference on VLSI Systems, Architecture, Technology and Applications (2016) Sakthivel, S.M., Sankar, A.R.: Real time watermarking of grayscale images using integer DWT transform. In: Proceedings of the International Conference on VLSI Systems, Architecture, Technology and Applications (2016)
7.
go back to reference Ganic, E., Eskicioglu, A.M.: Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition. J. Electron. Imaging 14(4), 043004 (2005)CrossRef Ganic, E., Eskicioglu, A.M.: Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition. J. Electron. Imaging 14(4), 043004 (2005)CrossRef
8.
go back to reference Liu, R., Tan, T.: An SVD-based watermarking scheme for protecting rightful ownership. IEEE Trans. Multimedia 4(1), 121–128 (2002)CrossRef Liu, R., Tan, T.: An SVD-based watermarking scheme for protecting rightful ownership. IEEE Trans. Multimedia 4(1), 121–128 (2002)CrossRef
9.
go back to reference Makbol, N.M., Khoo, B.E.: A hybrid robust image watermarking scheme using integer wavelet transform, singular value decomposition and arnold transform. In: International Visual Informatics Conference, pp. 36–47 (2013)CrossRef Makbol, N.M., Khoo, B.E.: A hybrid robust image watermarking scheme using integer wavelet transform, singular value decomposition and arnold transform. In: International Visual Informatics Conference, pp. 36–47 (2013)CrossRef
10.
go back to reference Lagzian, S., Soryani, M., Fathy, M.: A new robust watermarking scheme based on RDWT-SVD. Int. J. Intell. Inf. Process. 2(1), 22–29 (2011) Lagzian, S., Soryani, M., Fathy, M.: A new robust watermarking scheme based on RDWT-SVD. Int. J. Intell. Inf. Process. 2(1), 22–29 (2011)
11.
go back to reference Verma, V.S., Jha, R.K.: Improved watermarking technique based on significant difference of lifting wavelet coefficients. Signal, Image Video Process. 9(6), 1443–1450 (2015)CrossRef Verma, V.S., Jha, R.K.: Improved watermarking technique based on significant difference of lifting wavelet coefficients. Signal, Image Video Process. 9(6), 1443–1450 (2015)CrossRef
12.
go back to reference Sweldens, W.: The lifting scheme: a construction of second generation wavelets. SIAM journal on mathematical analysis 29(2), 511–546 (1998)MathSciNetCrossRef Sweldens, W.: The lifting scheme: a construction of second generation wavelets. SIAM journal on mathematical analysis 29(2), 511–546 (1998)MathSciNetCrossRef
13.
go back to reference Khayam, S.A.: The Discrete Cosine Transform (DCT): Theory and Application, vol. 114. Michigan State University (2003) Khayam, S.A.: The Discrete Cosine Transform (DCT): Theory and Application, vol. 114. Michigan State University (2003)
14.
go back to reference Chung, K.L., Yang, W.N., Huang, Y.H., Wu, S.T., Hsu, Y.C.: On SVD-based watermarking algorithm. Appl. Math. Comput. 188(1), 54–57 (2007)MathSciNetMATH Chung, K.L., Yang, W.N., Huang, Y.H., Wu, S.T., Hsu, Y.C.: On SVD-based watermarking algorithm. Appl. Math. Comput. 188(1), 54–57 (2007)MathSciNetMATH
15.
go back to reference Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13(4), 600–612 (2004)CrossRef Wang, Z., Bovik, A.C., Sheikh, H.R., Simoncelli, E.P.: Image quality assessment: from error visibility to structural similarity. IEEE Trans. Image Process. 13(4), 600–612 (2004)CrossRef
Metadata
Title
An Efficient Image Watermarking Technique Based on IWT-DCT-SVD
Authors
Priyank Khare
Vinay Kumar Srivastava
Copyright Year
2020
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-32-9775-3_76