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
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
相关论文
共 50 条
  • [31] The RST invariant digital image watermarking using Radon transforms and complex moments
    Zhu, Hongqing
    Liu, Min
    Li, Yu
    DIGITAL SIGNAL PROCESSING, 2010, 20 (06) : 1612 - 1628
  • [32] Log-polar transformation based on feature points for image registration
    Lei, Kai
    Liu, Yan-Ying
    Wang, Yan-Jie
    Xing, Zhong-Bao
    Yin, Li-Min
    Guangxue Jishu/Optical Technique, 2007, 33 (03): : 435 - 437
  • [33] An image matching method based on fourier and LOG-polar transform
    Li, Wenqiang, 1600, International Frequency Sensor Association (169):
  • [34] Feature-based image registration in log-polar domain
    Thunuguntla, SS
    Gunturk, BK
    2005 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS 1-5: SPEECH PROCESSING, 2005, : 853 - 856
  • [35] The method of Round image matching based on log-polar transform
    Zhang, Zhi-jia
    Chen, Jing
    MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 467-469 : 1024 - 1029
  • [36] Watermark re-synchronization using log-polar mapping of image autocorrelation
    Alattar, AM
    Meyer, J
    PROCEEDINGS OF THE 2003 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL II: COMMUNICATIONS-MULTIMEDIA SYSTEMS & APPLICATIONS, 2003, : 928 - 931
  • [37] Scale invariant face recognition method using spectral features of log-polar image
    Hotta, K
    Kurita, T
    Mishima, T
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXII, 1999, 3808 : 33 - 43
  • [38] An RST invariant DWT-SVD based image watermarking scheme
    Shi, Hailiang
    Tian, Baohui
    International Review on Computers and Software, 2012, 7 (02) : 706 - 712
  • [39] RST-Invariant Semi-fragile Image Authentication Based on DWT-Coefficient Quantization
    Schlauweg, Mathias
    Muller, Erika
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2009, 2009, 5879 : 625 - 636
  • [40] Log-Polar Based Scheme for Revealing Duplicated Regions in Digital Images
    Wu, Qiumin
    Wang, Shuozhong
    Zhang, Xinpeng
    IEEE SIGNAL PROCESSING LETTERS, 2011, 18 (10) : 559 - 562