Advanced Technique of Digital Watermarking based on SVD-DWT-DCT and Arnold Transform

With the growing popularity of internet and digital media, we propose a method of non-blind transform domain watermarking which is based on the Direction Cosine Transform (DCT), Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD) by using Arnold Transform method. DCT based watermarking techniques offers compression while DWT based compression offers scalability. Thus all these desirable properties can be utilized to create a new robust watermarking technique. The DCT coefficients of the DWT coefficients are used to embed the watermarking information. So we go for SVD based digital watermarking which is a method of authentication data embedding in image characteristics with expectation to show resiliency against different type of unintentional or deliberate attacks. Here discrete wavelet transform plays the important role of an efficient tool due to its multi-resolution capability. Along with this wavelet transform we mix up another very strong mathematical tool called the singular value decomposition (SVD). Though till date both of them have individually been used as a tool for watermarking of digital media, very few works have utilized their skills in tandem, especially in this area. Our work here by focuses on using Direction Cosine Transform (DCT), Discrete Wavelet Transform (DWT) and Singular Value Decomposition (SVD) by using Arnold Transform method which provide a hybrid technique developed for protection of the intellectual property with better robustness against the popular malicious attacks. This we have seen practically by attacking the watermarked image against simulated attacks and recovering the logo from it.

[1]  M. Raval,et al.  Discrete wavelet transform based multiple watermarking scheme , 2003, TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region.

[2]  Chih-Chin Lai,et al.  A digital watermarking scheme based on singular value decomposition and tiny genetic algorithm , 2011, Digit. Signal Process..

[3]  Joseph P. Havlicek,et al.  Image watermarking using wavelets , 2002, The 2002 45th Midwest Symposium on Circuits and Systems, 2002. MWSCAS-2002..

[4]  Xiang-Gen Xia,et al.  A multiresolution watermark for digital images , 1997, Proceedings of International Conference on Image Processing.

[5]  P. Kumsawat,et al.  A new approach for optimization in image watermarking by using genetic algorithms , 2005, IEEE Transactions on Signal Processing.

[7]  Mauro Barni,et al.  A DCT-domain system for robust image watermarking , 1998, Signal Process..

[8]  Ingemar J. Cox,et al.  Digital Watermarking , 2003, Lecture Notes in Computer Science.

[9]  Sheetal Sharma DWT-SVD Based Efficient Image Watermarking Algorithm to Achieve High Robustness and Perceptual Quality , 2012 .

[10]  F. Perez-Gonzalez,et al.  A tutorial on digital watermarking , 1999, Proceedings IEEE 33rd Annual 1999 International Carnahan Conference on Security Technology (Cat. No.99CH36303).

[11]  Ja-Ling Wu,et al.  Multiresolution watermarking for digital images , 1998 .

[12]  Di Wu,et al.  SVD Based Blind Video Watermarking Algorithm , 2006, First International Conference on Innovative Computing, Information and Control - Volume I (ICICIC'06).

[13]  Chun-Shien Lu,et al.  Multipurpose watermarking for image authentication and protection , 2001, IEEE Trans. Image Process..

[14]  Chin-Chen Chang,et al.  A Digital Watermarking Scheme Based on Singular Value Decomposition , 2007, ESCAPE.

[15]  K. A. Navas,et al.  DWT-DCT-SVD based watermarking , 2008, 2008 3rd International Conference on Communication Systems Software and Middleware and Workshops (COMSWARE '08).

[16]  Mehdi Khalili A Novel Effective, Secure and Robust CDMA Digital Image Watermarking in YUV Color Space Using DWT2 , 2012, ArXiv.

[17]  Huang Daren,et al.  A DWT-based image watermarking algorithm , 2001, IEEE International Conference on Multimedia and Expo, 2001. ICME 2001..

[18]  Frank Hartung,et al.  Multimedia watermarking techniques , 1999, Proc. IEEE.

[19]  Bernd Girod,et al.  Robustness of a blind image watermarking scheme , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[20]  V. Santhi,et al.  DWT-SVD Combined Full Band Robust Watermarking Technique for Color Images in YUV Color Space , 2009 .

[21]  Te-Ming Tu,et al.  Robust spatial watermarking technique for colour images via direct saturation adjustment , 2005 .

[22]  B. N. Chatterji,et al.  A new wavelet based logo-watermarking scheme , 2005, Pattern Recognit. Lett..

[23]  Mauro Barni,et al.  Multichannel watermarking of color images , 2002, IEEE Trans. Circuits Syst. Video Technol..

[24]  Suresh N. Mali,et al.  Comparative Performance Analysis of DWT-SVD Based Color Image Watermarking Technique in YUV, RGB and YIQ Color Spaces , 2011 .

[25]  Rajesh Cherian Roy,et al.  Robust Image Watermarking based on DCT-DWT- SVD Method , 2012 .

[26]  Dimitrios Hatzinakos,et al.  Multiresolution digital watermarking: algorithms and implications for multimedia signals , 1999 .