A robust color image watermarking technique using modified Imperialist Competitive Algorithm.

In this paper, a novel robust watermarking technique using Imperialistic Competition Algorithm (ICA) in the spatial domain is proposed to protect the intellectual property rights of color images. The proposed method tries to insert the watermark in the blocks which are selected by Modified ICA. In this method, ICA has been customized for watermarking. The color band for watermark insertion is selected based on color dynamic range in each block. Besides, in the procedure of selecting blocks for watermark insertion and extraction, ensuring higher fidelity and robustness and resilience to several possible image attacks have been considered. The experimental results showed that the proposed method performance created watermarked images with better PSNRs and more robustness versus several attacks such as additive noise and blurring in compare to related works.

[1]  Hung-Hsu Tsai,et al.  Color image watermark extraction based on support vector machines , 2007, Inf. Sci..

[2]  Caro Lucas,et al.  Imperialist competitive algorithm: An algorithm for optimization inspired by imperialistic competition , 2007, 2007 IEEE Congress on Evolutionary Computation.

[3]  Balasubramanian Raman,et al.  A new robust watermarking scheme for color images , 2010, 2010 IEEE 2nd International Advance Computing Conference (IACC).

[4]  F. Ionescu,et al.  Improving Multimedia Techniques For Watermarking Color Images Using Cellular Automata , 2007, 2007 International Symposium on Signals, Circuits and Systems.

[5]  Wei Zuo,et al.  New gray-scale watermarking algorithm of color images based on Quaternion Fourier Transform , 2010, Third International Workshop on Advanced Computational Intelligence.

[6]  An Hu,et al.  A Semi-fragile Watermarking algorithm against rotation based on fractal compression and differentials record theory , 2010, 2010 International Conference on Networking and Information Technology.

[7]  Fanzhi Kong,et al.  Color image watermarking algorithm based on HSI color space , 2010, 2010 2nd International Conference on Industrial and Information Systems.

[8]  Lamri Laouamer,et al.  New Images Watermarking Scheme Based on Singular Value Decomposition , 2013, J. Inf. Hiding Multim. Signal Process..

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

[10]  Jeng-Shyang Pan,et al.  Geometrically invariant image watermarking using Polar Harmonic Transforms , 2012, Inf. Sci..

[11]  Xiao-Ping Zhang,et al.  Color Image Watermarking Using the Spatio-Chromatic Fourier Transform , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[12]  Mohsen Ebrahimi Moghaddam,et al.  A multi-purpose digital image watermarking using fractal block coding , 2011, J. Syst. Softw..

[13]  Chin-Chen Chang,et al.  Digital watermarking of images using neural networks , 2000, J. Electronic Imaging.

[14]  Erkan Ülker,et al.  A color image watermarking scheme based on hybrid classification method: Particle swarm optimization and k-nearest neighbor algorithm , 2010 .

[15]  Chin-Chen Chang,et al.  A watermarking technique based on one-way hash functions , 1999, IEEE Trans. Consumer Electron..

[16]  Ee-Chien Chang,et al.  Watermarking color histograms , 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

[17]  Tom E. Bishop,et al.  Blind Image Restoration Using a Block-Stationary Signal Model , 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

[18]  Khaled Loukhaoukha,et al.  On The Security of Digital Watermarking Scheme Based on Singular Value Decomposition and Tiny Genetic Algorithm , 2012, J. Inf. Hiding Multim. Signal Process..

[19]  Hongqin Shi,et al.  A Blind Watermark Algorithm for Color Image Based on Dual Scrambling Technique , 2010, 2010 Third International Symposium on Intelligent Information Technology and Security Informatics.

[20]  Pao-Ta Yu,et al.  Digital watermarking based on neural networks for color images , 2001, Signal Process..

[21]  Cheng Wei A Color Image Watermarking Algorithm Based on 3D-DCT , 2001 .

[22]  Oguz Findik,et al.  A color image watermarking scheme based on artificial immune recognition system , 2011, Expert Syst. Appl..

[23]  Frank Bossen,et al.  Digital watermarking of color images using amplitude modulation , 1998, J. Electronic Imaging.

[24]  Qing-Xin Zhu,et al.  A Spatial Domain Color Watermarking Scheme based on Chaos , 2008, 2008 International Conference on Apperceiving Computing and Intelligence Analysis.

[25]  Goyal Sachin,et al.  Sliding Window used for Robustness and Fidelity Optimization Employing Neighborhood Concept and Genetic Algorithm with Tournament Selection , 2011 .