DWT-SVD and DCT based robust and blind watermarking scheme for copyright protection

Durgesh Kumar Singh1, Sanjay Kumar Singh1
1Department of Computer Science & Engineering, Indian Institute of Technology (BHU), Varanasi, Varanasi, 221005, India

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Akansu AN, Serdijn WA, Selesnick IW (2010) Emerging applications of wavelets: a review. Phys Commun 3(1):1–18

Ali M, Ahn CW (2014) An optimized watermarking technique based on self-adaptive de in dwt–svd transform domain. Signal Process 94:545–556

Ali M, Ahn CW (2015) Comments on ?optimized gray-scale image watermarking using dwt-svd and firefly algorithm?. Expert Syst Appl 42(5):2392–2394

Ali M, Ahn CW, Pant M (2014) A robust image watermarking technique using svd and differential evolution in dct domain. Optik-Int J Light Electron Opt 125(1):428–434

Aslantas V (2009) An optimal robust digital image watermarking based on svd using differential evolution algorithm. Optics Commun 282(5):769–777

Barni M, Bartolini F, Cappellini V, Piva A (1998) A dct-domain system for robust image watermarking. Signal Process 66(3):357–372

Bhatnagar G, Raman B (2009) A new robust reference watermarking scheme based on dwt-svd. Comput Standards Interf 31(5):1002–1013

Bhatnagar G, Wu QJ, Raman B (2012) A new robust adjustable logo watermarking scheme. Comput Secur 31(1):40–58

Bhatnagar G, Wu QJ, Raman B (2013) A new aspect in robust digital watermarking. Multimed Tools Appl 66(2):179–200

Bhatnagar G, Wu QMJ, Atrey PK (2013) Secure randomized image watermarking based on singular value decomposition. ACM Trans Multimed Comput Commun Appl 10(1):4:1–4:21. doi: 10.1145/2542205.2542207

Bianchi T, Piva A (2013) Secure watermarking for multimedia content protection: a review of its benefits and open issues. IEEE Signal Processg Mag 30(2):87–96

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

Cox IJ, Miller ML, Bloom JA, Honsinger C (2002) Digital watermarking, vol 53. Springer

Fowler JE (2005) The redundant discrete wavelet transform and additive noise. IEEE Signal Process Lett 12(9):629–632

Ganic E, Eskicioglu AM (2005) Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition. J Electron Imaging 14(4):043,004–043, 004

Gupta AK, Raval MS (2012) A robust and secure watermarking scheme based on singular values replacement. Sadhana 37(4):425–440

Hamghalam M, Mirzakuchaki S, Akhaee MA (2013) Geometric modeling of the wavelet coefficients for image watermarking. In: 2013 8th Iranian conference on machine vision and image processing (MVIP). IEEE, pp 27–32

Heil CE, Walnut DF (1989) Continuous and discrete wavelet transforms. SIAM Rev 31(4):628–666

Horng SJ, Rosiyadi D, Fan P, Wang X, Khan MK (2014) An adaptive watermarking scheme for e-government document images. Multimed Tools Appl 72(3):3085–3103

Horng SJ, Rosiyadi D, Li T, Takao T, Guo M, Khan MK (2013) A blind image copyright protection scheme for e-government. J Vis Commun Image Represent 24(7):1099–1105

Huang F, Guan ZH (2004) A hybrid svd-dct watermarking method based on lpsnr. Pattern Recog Lett 25(15):1769–1775

Islam MS, Chong U (2015) Performance of a hybrid dct svd visually imperceptible digital watermarking against signal processing attacks. In: Computer science and its applications. Springer, pp 7– 14

Jain C, Arora S, Panigrahi PK (2008) A reliable svd based watermarking schem. arXiv: 0808.0309

Keyvanpour M, Bayat FM (2013) Blind image watermarking method based on chaotic key and dynamic coefficient quantization in the dwt domain. Math Comput Modell 58(1):56–67

Lagzian S, Soryani M, Fathy M (2011) Robust watermarking scheme based on rdwt-svd: Embedding data in all subbands. In: 2011 International symposium on artificial intelligence and signal processing (AISP). IEEE, pp 48–52

Lai CC (2011) A digital watermarking scheme based on singular value decomposition and tiny genetic algorithm. Digit Signal Process 21(4):522–527

Lai CC, Tsai CC (2010) Digital image watermarking using discrete wavelet transform and singular value decomposition. IEEE Trans Instrument Measur 59(11):3060–3063

Li Q, Wang Z (2009) Reduced-reference image quality assessment using divisive normalization-based image representation. IEEE J Selected Topics Signal Process 3(2):202–211

Lin ET, Delp EJ (1999) A review of fragile image watermarks. In: Proceedings of the multimedia and security workshop (ACM Multimedia’99) multimedia contents. Citeseer, pp 25–29

Lin SD, Shie Sc, Guo JY (2010) Improving the robustness of dct-based image watermarking against jpeg compression. Comput Standards Interfaces 32(1):54–60

Lin WH, Horng SJ, Kao TW, Chen RJ, Chen YH, Lee CL, Terano T (2009) Image copyright protection with forward error correction. Expert Syst Appl 36(9):11,888–11,894

Lin WH, Horng SJ, Kao TW, Fan P, Lee CL, Pan Y (2008) An efficient watermarking method based on significant difference of wavelet coefficient quantization. IEEE Trans Multimed 10(5):746–757

Lin WH, Wang YR, Horng SJ (2009) A wavelet-tree-based watermarking method using distance vector of binary cluster. Expert Syst Appl 36(6):9869–9878

Lin WH, Wang YR, Horng SJ, Kao TW, Pan Y (2009) A blind watermarking method using maximum wavelet coefficient quantization. Expert Syst Appl 36(9):11,509–11,516

Liu R, Tan T (2002) An svd-based watermarking scheme for protecting rightful ownership. IEEE Trans Multimed 4(1):121–128

Makbol NM, Khoo BE (2013) Robust blind image watermarking scheme based on redundant discrete wavelet transform and singular value decomposition. AEU-Int J Electron Commun 67(2):102– 112

Megalingam RK, Nair MM, Srikumar R, Balasubramanian VK, Sarma VSV (2010) Performance comparison of novel, robust spatial domain digital image watermarking with the conventional frequency domain watermarking techniques. In: International conference on signal acquisition and processing, 2010. ICSAP’10. IEEE, pp 349–353

Mishra A, Agarwal C, Sharma A, Bedi P (2014) Optimized gray-scale image watermarking using dwt–svd and firefly algorithm. Expert Syst Appl 41(17):7858–7867

Mohammad AA, Alhaj A, Shaltaf S (2008) An improved svd-based watermarking scheme for protecting rightful ownership. Signal Process 88(9):2158–2180

Ouhsain M, Hamza AB (2009) Image watermarking scheme using nonnegative matrix factorization and wavelet transform. Expert Syst Appl 36(2):2123–2129

Pandey P, Kumar S, Singh SK (2014) Rightful ownership through image adaptive dwt-svd watermarking algorithm and perceptual tweaking. Multimed Tools Appl 72(1):723–748

Pandey P, Kumar S, Singh SK (2014) A robust logo watermarking technique in divisive normalization transform domain. Multimed Tools Appl 72(3):2653–2677

Peng F, Guo RS, Li CT, Long M (2010) A semi-fragile watermarking algorithm for authenticating 2d cad engineering graphics based on log-polar transformation. Comput-Aided Des 42(12):1207– 1216

Podilchuk CI, Delp EJ (2001) Digital watermarking: algorithms and applications. IEEE Signal Process Mag 18(4):33–46

Pun CM (2006) A novel dft-based digital watermarking system for images. In: 2006 8th International conference on signal processing, vol 2. IEEE

Qi X, Xin X (2011) A quantization-based semi-fragile watermarking scheme for image content authentication. J Vis Commun Image Represent 22(2):187–200

Rastegar S, Namazi F, Yaghmaie K, Aliabadian A (2011) Hybrid watermarking algorithm based on singular value decomposition and radon transform. AEU-Int J Electron Commun 65(7):658–663

Rosiyadi D, Horng SJ, Fan P, Wang X, Khan MK, Pan Y (2012) Copyright protection for e-government document images. IEEE MultiMed 19(3):62–73

Run RS, Horng SJ, Lai JL, Kao TW, Chen RJ (2012) An improved svd-based watermarking technique for copyright protection. Expert Syst Appl 39(1):673–689

Shieh JM, Lou DC, Chang MC (2006) A semi-blind digital watermarking scheme based on singular value decomposition. Comput Standards Interf 28(4):428–440

Shivani S, Patel AK, Kamble S, Agarwal S (2011) An effective pixel-wise fragile watermarking scheme based on ara bits. In: Proceedings of the 2011 international conference on communication, computing & security. ACM, pp 221–226

Singh D, Shivani S, Agarwal S (2013) Self-embedding pixel wise fragile watermarking scheme for image authentication. In: Intelligent interactive technologies and multimedia. Springer, pp 111–122

Singh D, Singh SK (2015) Dct based efficient fragile watermarking scheme for image authentication and restoration. Multimed Tools Appl:1–25

Singh D, Singh SK (2016) Effective self-embedding watermarking scheme for image tampered detection and localization with recovery capability. J Vis Commun Image Represent pp. doi: 10.1016/j.jvcir.2016.04.023 . http://www.sciencedirect.com/science/article/pii/S1047320316300566

Singh P, Chadha R (2013) A survey of digital watermarking techniques, applications and attacks. Int J Eng Innov Technol (IJEIT) 2(9)

Solachidis V, Pitas I (2004) Optimal detector for multiplicative watermarks embedded in the dft domain of non-white signals. EURASIP J Appl Signal Process 2004:2522–2532

Song C, Sudirman S, Merabti M (2009) Recent advances and classification of watermarking techniques in digital images. In: Proceedings of post graduate network symposium

Song C, Sudirman S, Merabti M (2012) A robust region-adaptive dual image watermarking technique. J Vis Commun Image Represent 23(3):549–568

Tareef A, Al-Ani A (2015) A highly secure oblivious sparse coding-based watermarking system for ownership verification. Expert Syst Appl 42(4):2224–2233

Wang Y, Doherty JF, Van Dyck RE (2002) A wavelet-based watermarking algorithm for ownership verification of digital images. IEEE Trans Image Process 11(2):77–88

Wu L, Zhang J, Deng W, He D (2009) Arnold transformation algorithm and anti-arnold transformation algorithm. In: 2009 1st International conference on information science and engineering (ICISE). IEEE, pp 1164–1167

Yavuz E, Telatar Z (2013) Comments on a digital watermarking scheme based on singular value decomposition and tiny genetic algorithm?. Digit Signal Process 23(4):1335–1336