RST-invariant digital image watermarking based on log-polar mapping and phase correlation

被引:115
作者
Zheng, D [1 ]
Zhao, HY [1 ]
El Saddik, A [1 ]
机构
[1] Univ Ottawa, Multimedia Commun Res Lab, Sch Informat Technol & Engn, Ottawa, ON K1N 6N5, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
cross-power spectrum; digital image watermarking; Fourier-Mellin transform; inverse log-polar mapping (ILPM); log-polar mapping (LPM); phase correlation; rotation; scaling; and translation (RST) invariant;
D O I
10.1109/TCSVT.2003.815959
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Based on log-polar mapping (LPM) and phase correlation, this paper presents a novel digital image watermarking scheme that is invariant to rotation, scaling, a rid translation (RST). We embed a watermark in the LPMs of the Fourier magnitude spectrum of an original image, and use the phase correlation between the LPM of the original, image and the LPM of the watermarked image to calculate the displacement of watermark positions in the LPM domain. The scheme preserves the image quality by avoiding computing the inverse log-polar mapping (ILPM), and produces smaller correlation coefficient for unwatermarked images by using phase correlation to avoid exhaustive search. The evaluations demonstrate that the scheme is invariant to rotation and translation, invariant to scaling when the scale is in a reasonable range,and very robust to JPEG compression.
引用
收藏
页码:753 / 765
页数:13
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