Abstract
Recently, digital watermarking techniques have been extensively applied on protecting rightful ownership of digital images. Some novel watermarking schemes which are based on SVD (Singular Value Decomposition) are being developed in some literatures [1, 15] nowadays. All of these SVD-based watermarking schemes have good embedding quality and high robustness, but they must depend on an original image or store some extra tables to extract watermarks. In this paper, we will propose an SVD-based watermarking scheme in order to reduce the load of the SVD-based watermarking system. Our proposed scheme can directly extract watermarks in the watermarked images without extra information. Furthermore, in our proposed scheme, we use a secure pseudo random number generator to decide embedded position in order to promote its security. According to the experimental results, our system can also maintain good embedding quality and high robustness.
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References
Chandra, D.V.S.: Digital Image Watermarking Using Singular Value Decomposition. In: MWSCAS 2002. Proceedings of 45th Midwest Symposium on Circuits and Systems, August 4-7, 2002, vol. 3, pp. 264–267 (2002)
Chu, W.C.: DCT-Based Image Watermarking Using Subsampling. IEEE Transactions on Multimedia 5(1), 34–38 (2003)
Chung, K.L., Shen, C.H., Chang, L.C.: A Novel SVD- and VQ-Based Image Hiding Scheme. Pattern Recognition Letters 22(9), 1051–1058 (2001)
Cox, I.J., Kilian, J., Leighton, F.T., Shamoon, T.: Secure Spread Spectrum Watermarking for Multimedia. IEEE Transactions on Image Processing 6(12), 1673–1687 (1997)
Golub, G.H., Reinsch, C.: Singular Value Decomposition and Least Squares Solutions. Numerische Mathematik 14, 403–420 (1970)
Hou, Z.: Adaptive Singular Value Decomposition in Wavelet Domain for Image Denoising. Pattern Recognition 36(8), 1747–1763 (2003)
Hsieh, M.S., Tseng, D.C., Huang, Y.H.: Hiding Digital Watermarks Using Multiresolution Wavelet Transform. IEEE Transactions on Industrial Electronics 48(5), 875–882 (2001)
Hsu, C.T., Wu, J.L.: Hidden Digital Watermarks in Images. IEEE Transactions on Image Processing 8(1), 58–68 (1999)
Hwang, M.S., Chang, C.C., Hwang, K.F.: A Watermarking Technique Based on One-Way Hash Functions. IEEE Transactions on Consumer Electronics 45(2), 286–294 (1999)
Iwata, M., Shiozaki, A.: Watermarking Method for Embedding Index Data into Images Utilizing Features of Wavelet Transform. IEICE Transactions on Fundamentals E84-A(7), 1772–1778 (2001)
Konstantinides, K., Natarajan, B., Yovanof, G.S.: Noise Estimation and Filtering Using Blocked-Based Singular Value Decomposition. IEEE Transactions on Image Processing 10(3), 479–483 (1997)
Kutter, M., Jordan, F., Bossen, F.: Digital Watermarking of Color Images Using Amplitude Modulation. Journal of Electronic Imaging 7(2), 326–332 (1998)
Langelaar, G.C., van der Lubbe, J.C.A., Lagendijk, R.L.: Robust Labeling Methods for Copy Protection of Images. In: Proceedings of SPIE Electronic Imaging 1997, Storage and Retrieval for Image and Video Database V, February 1997, pp. 298–309. San Jose, CA (1997)
Lee, C.H., Lee, Y.K.: An Adaptive Digital Watermarking Technique for Copyright Protection. IEEE Transactions on Consumer Electronics 45(4), 1005–1015 (1999)
Liu, R., Tan, T.: An SVD-Based Watermarking Scheme for Protecting Rightful Ownership. IEEE Transactions on Multimedia 4(1), 121–128 (2002)
Rabin, M.O.: Digitalized Signatures and Public-Key Functions as Intractable as Factorization. Technical Report MIT/LCS/TR212, Laboratory for Computer Science, Massachusetts Institute of Technology, Cambridge, MA (January 1979)
Voyatzis, G., Pitas, I.: Embedding Robust Watermarks by Chaotic Mixing. In: DSP 1997. Proceedings of 13th International Conference on Digital Signal Processing, vol. 1, pp. 213–216 (1997)
Yang, J.F., Lu, C.L.: Combined Techniques of Singular Value Decomposition and Vector Quantization for Image Coding. IEEE Transactions on Image Processing 4(8), 1141–1146 (1995)
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Chang, CC., Hu, YS., Lin, CC. (2007). A Digital Watermarking Scheme Based on Singular Value Decomposition. In: Chen, B., Paterson, M., Zhang, G. (eds) Combinatorics, Algorithms, Probabilistic and Experimental Methodologies. ESCAPE 2007. Lecture Notes in Computer Science, vol 4614. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74450-4_8
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DOI: https://doi.org/10.1007/978-3-540-74450-4_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74449-8
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