Computer Science ›› 2016, Vol. 43 ›› Issue (8): 84-88.doi: 10.11896/j.issn.1002-137X.2016.08.017

Previous Articles     Next Articles

Watermarking Algorithm Based on Zernike Moments and NSCT-SVD

CHEN Ying, ZHENG Hong-yuan and DING Qiu-lin   

  • Online:2018-12-01 Published:2018-12-01

Abstract: In this paper,we proposed a NSCT-SVD blind geometric robust watermarking algorithm by using the geometric correction to image that based on non-subsampled contourlet transform,sigular valve decomposition and Zernike moment,which combimes both the invariance of Zernike moment to attack and rotate,the fixation of invariant centorid relative place both before and after attack and insensitive characteristics to noise.In the algorithm,the host image extracts low-frequency region by NSCT decomposition,the watermarking is embedded with quantizing the Euclideam norms of every Sigular of Zernike moments and invariant centorid,then the watermarking is extracted after recovering the synchronization information.The experimental results show that the algorithm has better robustness for various processing such as noise,filtering,compression,and all kinds of geometric attack.

Key words: Non-subsampled contourlet transform,SVD,Zernike moments,Euclidean norm,Invariant centroid

[1] Miller M L,Cox I J.The First 50 Years of Electronic Watermarking[J].Eurasip Journal on Applied Signal Processing,2002,2002(2):126-132
[2] Haddadnia J,Ahmadi M,Faez K.An Efficient Feature Extraction Method with Pseudo-Zernike Moment in RBF Neural Network-Based Human Face Recognition System[J].Eurasip Journal on Advances in Signal Processing,2003(9):890-901
[3] Chen Q,Yang X,Zhao J.Robust image watermarking withZernike moments[C]∥Canadian Conference on Electrical & Computer Engineering.2005:1340-1343
[4] Xin Y,Liao S,Pawlak M.A Multibit Geometrically Robust Ima-ge Watermark Based on Zernike Moments[C]∥International Conference on Pattern Recognition.IEEE Computer Society,2004:861-864
[5] Li Hai-feng,Wang Shu-xun,et al.Robust Image Watermarking Based on Block SVD and Zernike Moments[J].Pattern Recognition and Artificial Intelligence,2005,8(3):359-365(in Chinese) 李海峰,王树勋,等.基于分块SVD和Zernike矩的鲁棒图像水印[J].模式识别与人工智能,2005,8(3):359-365
[6] Wang Chun-tao,Ni Jiang-qun,Huang Ji-wu,et al.A RST-inva-riant Robust DWT-HMM Watermarking Algorithm Incorporating Zernike Moment and Template[J].Journal of Image and Graphics,2008,13(7):1250-1257(in Chinese) 王春桃,倪江群,黄继武,等.结合Zernike矩和模板具有RST不变性的DWT-HMM鲁棒水印算法[J].中国图象图形学报,2008,13(7):1250-1257
[7] Li J,Zhu Y.A geometric robust image watermarking schemebased on DWT-SVD and Zernike moments[C]∥2010 3rd IEEE International Conference on Computer Science and Information Technology (ICCSIT).IEEE,2010:367-371
[8] Cunha A L D,Zhou J,Do M N.The Nonsubsampled Contourlet Transform:Theory,Design,and Applications[J].IEEE Tran-sactions on Image Processing,2006,15(10):3089-3101
[9] Li Mei-li,Li Yan-jun,Wang Hong-mei,et al.Image fusion algorithm based on NSCT and non-negative matrix factorization[J].Computer Engineering and Applications,2010,46(8):21-24(in Chinese) 李美丽,李言俊,王红梅,等.NSCT和非负矩阵分解的图像融合方法[J].计算机工程与应用,2010,46(8):21-24
[10] Khotanzad A,Hong Y H.Invariant Image Recognition by Zernike Moments[J].IEEE Transactions on Pattern Analysis & Machine Intelligence,1990,12(5):489-497
[11] Chen J,Yao H,Gao W,et al.A robust watermarking method based on wavelet and Zernike transform[C]∥Proceedings of the 2004 International Symposium on Circuits and Systems,2004(ISCAS’04).IEEE,Vol.2,4:II-173-6
[12] Wo Yan,Han Guo-qiang.Geometrically Robust Image Watermarking Using Modified Zernike Moments[J].Computer Science,2009,36(5):247-250,1(in Chinese) 沃焱,韩国强.基于修改的Zernike矩的抗几何攻击的数字水印方法[J].计算机科学,2009,36(5):247-250,1
[13] Narasimhulu C V,Prasad K S.A Novel Robust Watermarking Technique Based on Nonsubsampled Contourlet Transform and SVD[J].International Journal of Multimedia & Its Applications,2011,3(8):27-36
[14] Zhao J,Yang B F,Xiao B.A digital watermarking methodagainst rotation attack based on nonsubsampled Contourlet transform[J].China Sciencepaper,2012(7)(in Chinese) 赵杰,杨滨峰,肖斌.利用非抽样 Coutourlet变换的抗旋转攻击水印算法[J].中国科技论文,2012(7)
[15] Li J,Zhang J.A robust image watermarking scheme with kinoform in hybrid NSCT and SVD domain[C]∥2014 IEEE 7th Joint International Information Technology and Artificial Intelligence Conference (ITAIC).IEEE,2014:48-52
[16] Wang X Y,Wang A L,Yang H Y,et al.A new robust digital watermarking based on exponent moments invariants in nonsubsampled contourlet transform domain[J].Computers & Electrical Engineering,2014,40(3):942-955

No related articles found!
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!