Robust and Reversible Image Watermarking Scheme Using Combined DCT-DWT-SVD Transforms
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초록
We present a secure and robust image watermarking scheme that uses combined reversible DWT-DCT-SVD transformations to increase integrity, authentication, and confidentiality. The proposed scheme uses two different kinds of watermarking images: a reversible watermark, W1, which is used for verification (ensuring integrity and authentication aspects); and a second one, W2, which is defined by a logo image that provides confidentiality. Our proposed scheme is shown to be robust, while its performances are evaluated with respect to the peak signal-to-noise ratio (PSNR), signal-to-noise ratio (SNR), normalized cross-correlation (NCC), and running time. The robustness of the scheme is also evaluated against different attacks, including a compression attack and Salt & Pepper attack.
Abstract
We present a secure and robust image watermarking scheme that uses combined reversible DWT-DCT-SVD transformations to increase integrity, authentication, and confidentiality. The proposed scheme uses two different kinds of watermarking images: a reversible watermark, W1, which is used for verification (ensuring integrity and authentication aspects); and a second one, W2, which is defined by a logo image that provides confidentiality. Our proposed scheme is shown to be robust, while its performances are evaluated with respect to the peak signal-to-noise ratio (PSNR), signal-to-noise ratio (SNR), normalized cross-correlation (NCC), and running time. The robustness of the scheme is also evaluated against different attacks, including a compression attack and Salt & Pepper attack.
참고문헌 (25)
- Y. P. Xu, "Research of a digital watermarking algorithm based on discrete cosine transform", Proceedings of the 3rd International Symposium on Electronic Commerce and Security Workshops (ISECS’10), pp.373~375 (2010)
- C. M. Pun, "Fingerprint watermark embedding by discrete cosine transform for copyright ownership authentication", International Journal of Communications, 3(1), pp.17~24 (2009)
- Y. I. Khamlichi, "Medical image watermarked by simultaneous moment invariants and content-based for privacy and tamper detection", Proceedings of the 6th WSEAS International Conference on Multimedia Systems & Signal Processing, pp.16~18 (2006)
- P. K. Dhar, "A new audio watermarking system using discrete Fourier transform for copyright protection", International Journal of Computer Science and Network Security, 10(6), pp.35~40 (2010)
- C. C. Chang, "SVD-based digital image watermarking scheme", Pattern Recognition Letters, 26(10), pp.1577~1586 (2005)
- H. Demirel, "Satellite image contrast enhancement using discrete wavelet transform and singular value decomposition", IEEE Geoscience and Remote Sensing Letters, 7(2), pp.333~337 (2010)
- I. J. Cox, "Digital Watermarking" (2001), Morgan Kaufmann Publishers
- O. M. Al-Qershi, "Authentication and data hiding using a reversible ROI-based watermarking scheme for DICOM images", Proceedings of World Academy of Science, Engineering and Technology, 38, pp.829~834 (2009)
- I. J. Cox, "Secure spread spectrum watermarking for multimedia", IEEE Transactions on Image Processing, 6(12), pp.1673~1687 (1997)
- A. Piva, "DCT-based watermark recovering without resorting to the uncorrupted original image", Proceedings of International Conference on Image Processing, pp.520~523 (1997)
- D. H. Kekre, "Robust watermarking scheme using column DCT wavelet transform under various attacks", International Journal on Computer Science and Engineering, 6(1), pp.31~41 (2014)
- J. Abraham, "Image watermarking using DCT in selected pixel regions", Proceedings of 2014International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT), pp.398~402 (2014)
- Y. Han, "digital watermarking algorithm of color image based on visual cryptography and discrete cosine transform", Proceedings of 2014 Ninth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), pp.525~530 (2014)
- P. Tao, "A robust multiple watermarking scheme in the discrete wavelet transform domain", Internet Multimedia Management Systems V, pp.133~144 (2004), International Society for Optical Engineering
- M. Agoyi, "A watermarking algorithm based on chirp z-transform, discrete wavelet transform, and singular value decomposition", Signal, Image and Video Processing, 9(3), pp.735~745 (2015)
- M. Ali, "An optimized watermarking technique based on self-adaptive DE in DWT–SVD transform domain", Signal Processing, 94, pp.545~556 (2014)
- R. Liu, "An SVD-based watermarking scheme for protecting rightful ownership", IEEE Transactions on Multimedia, 4(1), pp.121~128 (2002)
- D. S. Chandra, "Digital image watermarking using singular value decomposition", Proceedings of the 45th Midwest Symposium on Circuits and Systems (MWSCAS-2002), pp.264~267 (2002)
- Y. R. Rao, "Robust video watermarking algorithms based on SVD transform", Proceedings of 2014 International Conference on Information Communication and Embedded Systems (ICICES), pp.1~5 (2014)
- K. Meenakshi, "A robust watermarking scheme based Walsh-Hadamard transform and SVD using ZIG ZAG scanning", Proceedings of 2014 International Conference on Information Technology (ICIT), pp.167~172 (2014)
- H. Shi, "A blind watermarking technique for color image based on SVD with circulation", Journal of Software, 9(7), pp.1749~1756 (2014)
- M. S. Hsieh, "Wavelet-based image watermarking and compression", 박사, Institute of Computer Science and Information Engineering, pp.2001
- B. Aiazzi, "Near-lossless compression of 3-D optical data", IEEE Transactions on Geoscience and Remote Sensing, 39(11), pp.2547~2557 (2001)
- M. Awasthi, "Robust image watermarking based on discrete wavelet transform, discrete cosine transform & singular value decomposition", Advance in Electronic and Electric Engineering, 3(8), pp.971~976 (2013)
- F. K. Mohamed, "RST Robust watermarking schema based on image normalization and DCT decomposition", Malaysian Journal of Computer Science, 20(1), pp.77~90 (2007)