A RDWT and Block-SVD based Dual Watermarking Scheme for Digital Images

In the modern era, digital image watermarking is a successful method to protect the multimedia digital data for example copyright protection, content verification, rightful ownership identification, tamper detection etc. In this paper for improving the robustness and security, a Dual watermarking approach using Redundant Discrete Wavelet Transform (RDWT), block based singular value decomposition (SVD) and Arnold transform is presented. There are two gray scale watermarks, one is Prime watermark and other is Arnold scrambled Second watermark. Second watermark is embedded into the RDWT transformed Prime watermark in all sub bands to get the processed watermark image. After that transformed gray scale cover image is partitioned into non-overlapping blocks for embedding the processed watermark image by modifying the SVD coefficients of each block to obtain the resultant watermarked image. Now a reverse algorithm is developed to takeout the Prime and Second watermark from noisy image. Analysis and experimental outcomes show that the presented method is more robust against numerous image processing attacks and perform better as compared to previously introduced schemes related to presented work.

[1]  Ingemar J. Cox,et al.  A Review of of Watermarking Principles and Practices , 1999 .

[2]  G. Bhatnagar,et al.  DWT-SVD based Dual Watermarking Scheme , 2008, 2008 First International Conference on the Applications of Digital Information and Web Technologies (ICADIWT).

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

[4]  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).

[5]  Jing-Ming Guo,et al.  Security analyses of the watermarking scheme based on redundant discrete wavelet transform and singular value decomposition , 2014 .

[6]  Ling Lu,et al.  A robust image watermarking based on DCT by Arnold transform and spread spectrum , 2010, 2010 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE).

[7]  C. Chui,et al.  A symmetric image encryption scheme based on 3D chaotic cat maps , 2004 .

[8]  Yen-Wei Chen,et al.  Robust multi-logo watermarking by RDWT and ICA , 2006, Signal Process..

[9]  Hamidreza Sadreazami,et al.  A New Scheme for Dual Watermarking using DWT-PCA Technique , 2010, IMAGAPP/IVAPP.

[10]  Chia-Chen Lin,et al.  Blind Dual Watermarking for Color Images’ Authentication and Copyright Protection , 2018, IEEE Transactions on Circuits and Systems for Video Technology.

[11]  Kohei Arai,et al.  Wavelet Based Image Retrieval Method , 2012 .

[12]  Nawal A. El-Fishawy,et al.  Block-based SVD image watermarking in spatial and transform domains , 2015 .

[13]  Chin-Chen Chang,et al.  AN SVD ORIENTED WATERMARK EMBEDDING SCHEME WITH HIGH QUALITIES FOR THE RESTORED IMAGES , 2007 .

[14]  Ahmet M. Eskicioglu,et al.  Robust embedding of visual watermarks using discrete wavelet transform and singular value decomposition , 2005, J. Electronic Imaging.

[15]  Ruisong Ye A Novel Image Scrambling and Watermarking Scheme Based on Orbits of Arnold Transform , 2009, 2009 Pacific-Asia Conference on Circuits, Communications and Systems.

[16]  Dongxu Qi,et al.  A new class of scrambling transformation and its application in the image information covering , 2000 .

[17]  Mahmood Fathy,et al.  Robust watermarking scheme based on RDWT-SVD: Embedding data in all subbands , 2011, 2011 International Symposium on Artificial Intelligence and Signal Processing (AISP).

[18]  Tieniu Tan,et al.  An SVD-based watermarking scheme for protecting rightful ownership , 2002, IEEE Trans. Multim..

[19]  Nasrin M. Makbol,et al.  Robust blind image watermarking scheme based on Redundant Discrete Wavelet Transform and Singular Value Decomposition , 2013 .

[20]  R. Dhanalakshmi,et al.  Dual Watermarking Scheme with Encryption , 2010, ArXiv.

[21]  Chih-Chin Lai,et al.  Digital Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition , 2010, IEEE Transactions on Instrumentation and Measurement.

[22]  Kohei Arai,et al.  Image Retrieval Method Utilizing Texture Information Derived from Discrete Wavelet Transformation Together with Color Information , 2016 .

[23]  Der-Chyuan Lou,et al.  Dual-wrapped digital watermarking scheme for image copyright protection , 2007, Comput. Secur..

[24]  Shinfeng D. Lin,et al.  Dual watermark for image tamper detection and recovery , 2008, Pattern Recognit..

[25]  Mohamed A. Belal,et al.  Digital Watermarking Techniques, Applications And Attacks Applied To Digital Media: A Survey , 2012 .

[26]  Chin-Chen Chang,et al.  Dual Digital Watermarking for Internet Media Based on Hybrid Strategies , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[27]  Kohei Arai Secure Copier Which Allows Reuse Copied Documents with Sorting Capability in Accordance with Document Types , 2013 .

[28]  Mohan S. Kankanhalli,et al.  A dual watermarking technique for images , 1999, MULTIMEDIA '99.