A blind double color image watermarking algorithm based on QR decomposition

In this paper, a novel blind image watermarking scheme based on QR decomposition is proposed to embed color watermark image into color host image, which is significantly different from using the binary or gray image as watermark. When embedding watermark, the 24-bits color host image with size of 512 × 512 is divided into non-overlapping 4 × 4 pixel blocks and each pixel block is decomposed by QR. Then, according to the watermark information and the relation between the second row first column coefficient and the third row first column coefficient in the unitary matrix Q, the 24-bits color watermark image with size of 32 × 32 is embedded into the color host image. In addition, the new element compensatory method is used in the upper-triangle matrix R for reducing the visible distortion. When extracting watermark, only the watermarked image is needed. Compared with other SVD-based methods, the proposed method does not have the false-positive detection problem and has lower computational complexity, that is, the average running time of the proposed method only needs 1.481403 s. The experimental results show that the proposed method is robust against most common attacks including JPEG compression, JPEG 2000 compression, low-pass filtering, cropping, adding noise, blurring, rotation, scaling and sharpening et al. Compared with some related existing methods, the proposed algorithm has stronger robustness and better invisibility.

[1]  Saeed Rastegar,et al.  Hybrid watermarking algorithm based on Singular Value Decomposition and Radon transform , 2011 .

[2]  Redha Benzid,et al.  A bind RGB color image watermarking based on singular value decomposition , 2010, ACS/IEEE International Conference on Computer Systems and Applications - AICCSA 2010.

[3]  Soo-Chang Pei,et al.  Color image watermarking using SVD , 2010, 2010 IEEE International Conference on Multimedia and Expo.

[4]  Ronald L. Rivest,et al.  The MD5 Message-Digest Algorithm , 1992, RFC.

[5]  Li Li,et al.  Color Image Watermarking Algorithm Based on DWT-SVD , 2007, 2007 IEEE International Conference on Automation and Logistics.

[6]  Yang-Yu Fan,et al.  Fractal and neural networks based watermark identification , 2010, Multimedia Tools and Applications.

[7]  Chun-Hsien Chou,et al.  Embedding Color Watermarks in Color Images , 2001, 2001 IEEE Fourth Workshop on Multimedia Signal Processing (Cat. No.01TH8564).

[8]  Zhang Yong,et al.  A Blind Watermarking Algorithm Based on Block DCT for Dual Color Images , 2009, 2009 Second International Symposium on Electronic Commerce and Security.

[9]  Y. Rachlin,et al.  The secrecy of compressed sensing measurements , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.

[10]  Jieqing Tan,et al.  A Color Watermarking Scheme Based on Block-SVD and Arnold Transformation , 2007, Second Workshop on Digital Media and its Application in Museum & Heritages (DMAMH 2007).

[11]  C. G. Thorat,et al.  A blind digital watermark technique for color image based on integer wavelet transform and SIFT , 2010, Biometrics Technology.

[12]  Chenggen Quan,et al.  Optical color image encryption based on Arnold transform and interference method , 2009 .

[13]  Fei Hou,et al.  A Simultaneous Multi-view Registration Algorithm for Multiple Range Images , 2007, Second Workshop on Digital Media and its Application in Museum & Heritages (DMAMH 2007).

[14]  Yugang Niu,et al.  A blind dual color images watermarking based on IWT and state coding , 2012 .

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

[16]  Xiaohua Li,et al.  QR Factorization Based Blind Channel Identification and Equalization with Second-Order Statistics , 2000 .

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

[18]  Wei Song,et al.  Chaotic system and QR factorization based robust digital image watermarking algorithm , 2011 .

[19]  Chang-Jun Ahn,et al.  Parallel detection algorithm using multiple QR decompositions with permuted channel matrix for SDM/OFDM , 2008, 2008 3rd International Symposium on Wireless Pervasive Computing.

[20]  H. Howard Fan,et al.  QR factorization based blind channel identification with second-order statistics , 2000, IEEE Trans. Signal Process..

[21]  Yashar Naderahmadian,et al.  Fast Watermarking Based on QR Decomposition in Wavelet Domain , 2010, 2010 Sixth International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[22]  Linfei Chen,et al.  Gray images embedded in a color image and encrypted with FRFT and Region Shift Encoding methods , 2010 .

[23]  Spyros Sioutas,et al.  A multimedia application for watermarking digital images based on a content based image retrieval technique , 2008, Multimedia Tools and Applications.

[24]  Eero P. Simoncelli,et al.  Image quality assessment: from error visibility to structural similarity , 2004, IEEE Transactions on Image Processing.

[25]  Gaurav Bhatnagar,et al.  A new robust adjustable logo watermarking scheme , 2012, Comput. Secur..

[26]  Bart De Moor,et al.  Generalizations of the singular value and QR decompositions , 1991, Signal Process..