Optimal image watermarking scheme based on chaotic map and quaternion wavelet transform

被引:26
作者
Lei, Baiying [1 ]
Ni, Dong [1 ]
Chen, Siping [1 ]
Wang, Tianfu [1 ]
Zhou, Feng [2 ,3 ]
机构
[1] Shenzhen Univ, Natl Reg Key Technol Engn Lab Med Ultrasound, Guangdong Key Lab Biomed Measurements & Ultrasoun, Dept Biomed Engn,Sch Med, Shenzhen 518060, Peoples R China
[2] Shenzhen Univ, Coll Mechatron & Control Engn, Shenzhen 518060, Guangdong, Peoples R China
[3] Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USA
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Image watermarking; Adaptive differential evolution; Chaotic map; Quaternion wavelet transform; DIGITAL WATERMARKING; ROBUST; SVD; BLIND;
D O I
10.1007/s11071-014-1634-4
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
In this paper, an intelligent watermarking scheme optimized by adaptive differential evolution (ADE) is proposed based on chaotic map and quaternion wavelet transform (QWT). Watermark is first scrambled by a piecewise linear chaotic map to increase security and then inserted into the real QWT amplitude coefficients intelligently. ADE algorithm is explored to optimize the watermarking parameter (i.e., scaling factors) automatically. The experimental results demonstrate the high robustness against common signal processing operations, especially geometrical distortions of the proposed algorithm. Comparison results also indicate the superiority of the proposed algorithm over the existing watermarking algorithm.
引用
收藏
页码:2897 / 2907
页数:11
相关论文
共 23 条
[1]   A robust image watermarking technique using SVD and differential evolution in DCT domain [J].
Ali, Musrrat ;
Ahn, Chang Wook ;
Pant, Millie .
OPTIK, 2014, 125 (01) :428-434
[2]   An optimized watermarking technique based on self-adaptive DE in DWT-SVD transform domain [J].
Ali, Musrrat ;
Ahn, Chang Wook .
SIGNAL PROCESSING, 2014, 94 :545-556
[3]   Improving the performance of DCT-based fragile watermarking using intelligent optimization algorithms [J].
Aslantas, Veysel ;
Ozer, Saban ;
Ozturk, Serkan .
OPTICS COMMUNICATIONS, 2009, 282 (14) :2806-2817
[4]   Locally Optimal Detection of Image Watermarks in the Wavelet Domain Using Bessel K Form Distribution [J].
Bian, Yong ;
Liang, Steve .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 22 (06) :2372-2384
[5]  
Bulow T., 1999, Hypercomplex spectral signal representations for the processing and analysis of images
[6]   Coherent multiscale image processing using dual-tree quaternion wavelets [J].
Chan, Wai Lam ;
Choi, Hyeokho ;
Baraniuk, Richard G. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (07) :1069-1082
[7]   Sequential quantization strategy for data embedding and integrity verification [J].
Cheung, Yiu-ming ;
Wu, Hao-tian .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2007, 17 (08) :1007-1016
[8]   Effective Management of Medical Information Through A Novel Blind Watermarking Technique [J].
Das, Sudeb ;
Kundu, Malay Kumar .
JOURNAL OF MEDICAL SYSTEMS, 2012, 36 (05) :3339-3351
[9]   An efficient scheme for digital watermarking using chaotic map [J].
Jamal, Sajjad Shaukat ;
Shah, Tariq ;
Hussain, Iqtadar .
NONLINEAR DYNAMICS, 2013, 73 (03) :1469-1474
[10]   Digital Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition [J].
Lai, Chih-Chin ;
Tsai, Cheng-Chih .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2010, 59 (11) :3060-3063