DWT–SVD–WHT Watermarking Using Varying Strength Factor Derived From Means of the WHT Coefficients

A hybrid, watermarking technique is presented in this paper. This robust watermarking technique uses discrete wavelet transform (DWT), singular value decomposition (SVD) and Walsh–Hadamard transform (WHT) together in tandem with each other. There are two novelties contained in this paper. First is the combined use of DWT, SVD and WHT, and second is the first ever use of the $$4\times 4$$4×4 block segmentation in the robust watermarking. Another unique feature of the presented technique is that visual quality of the watermarked image has been made controllable. A varying valued strength factor having a different value for every block ($$8\times 8$$8×8 or $$4\times 4$$4×4) of the image has been used. Proposed scheme is very secure as the safety of the embedded watermark is not compromised even if there is an interception of the side information. The proposed technique shows remarkable performance when compared with seven contemporary watermarking schemes.

[1]  Ingemar J. Cox,et al.  Secure spread spectrum watermarking for multimedia , 1997, IEEE Trans. Image Process..

[2]  Yi Shi,et al.  Embedding image watermarks in dc components , 2000, IEEE Trans. Circuits Syst. Video Technol..

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

[4]  Bogdan J. Falkowski,et al.  Phase Watermarking Algorithm using Hybrid Multi-Polarity Hadamard Transform , 2007, Journal of Mathematical Imaging and Vision.

[5]  Xiaojun Qi,et al.  A robust content-based digital image watermarking scheme , 2007, Signal Process..

[6]  Dong-Sik Jang,et al.  Expert system for low frequency adaptive image watermarking: Using psychological experiments on human image perception , 2007, Expert Syst. Appl..

[7]  Zhengding Qiu,et al.  Multipurpose Watermarking Based on Multiscale Curvelet Transform , 2008, IEEE Transactions on Information Forensics and Security.

[8]  Chen Wang,et al.  Contourlet-based image adaptive watermarking , 2008, Signal Process. Image Commun..

[9]  Bülent Sankur,et al.  Robust Scaling-Based Image Watermarking Using Maximum-Likelihood Decoder With Optimum Strength Factor , 2009, IEEE Transactions on Multimedia.

[10]  Re Gonzalez,et al.  R.C. Eddins, Digital image processing using MATLAB, vol. Gatesmark Publishing Knoxville , 2009 .

[11]  Xiuhua Ji,et al.  A new algorithm for watermarking based On DCT and chaotic scrambling , 2009, 2009 4th International Conference on Computer Science & Education.

[12]  Hazem Al-Otum,et al.  Adaptive color image watermarking based on a modified improved pixel-wise masking technique , 2009, Comput. Electr. Eng..

[13]  Christian Olivier,et al.  JP3D compressed-domain watermarking of still and volumetric medical images , 2010, Signal Image Video Process..

[14]  Seyed Mohammad Ahadi,et al.  A Robust Image Watermarking in the Ridgelet Domain Using Universally Optimum Decoder , 2010, IEEE Transactions on Circuits and Systems for Video Technology.

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

[16]  Hongbo Bi,et al.  A blind robust watermarking scheme based on CT and SVD , 2010, IEEE 10th INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS.

[17]  Xiangyang Wang,et al.  A feature-based robust digital image watermarking scheme using bandelet transform , 2011 .

[18]  Rabab Kreidieh Ward,et al.  Robust Image Watermarking Based on Multiscale Gradient Direction Quantization , 2011, IEEE Transactions on Information Forensics and Security.

[19]  Kun She,et al.  A Hybrid Approach of DWT and DCT for Rational Dither Modulation Watermarking , 2012, Circuits Syst. Signal Process..

[20]  Arpita Sharma,et al.  Gray-scale image watermarking using GA-BPN hybrid network , 2013, J. Vis. Commun. Image Represent..

[21]  Sreenivasa Reddy Edara,et al.  Block Based Medical Image Watermarking Technique for Tamper Detection and Recovery , 2014, ArXiv.

[22]  Nader Karimi,et al.  Adaptive blind image watermarking using edge pixel concentration , 2015, Multimedia Tools and Applications.

[23]  Kulbir Singh,et al.  Robust image-adaptive watermarking using an adjustable dynamic strength factor , 2015, Signal Image Video Process..

[24]  Lin Sun,et al.  A robust image watermarking scheme using Arnold transform and BP neural network , 2017, Neural Computing and Applications.

[25]  Ling-Yuan Hsu,et al.  Robust blind image watermarking using crisscross inter-block prediction in the DCT domain , 2017, J. Vis. Commun. Image Represent..

[26]  Hassan I. Saleh,et al.  A quality guaranteed robust image watermarking optimization with Artificial Bee Colony , 2017, Expert Syst. Appl..