Title :
Affine Legendre Moment Invariants for Image Watermarking Robust to Geometric Distortions
Author :
Zhang, Hui ; Shu, Huazhong ; Coatrieux, Gouenou ; Zhu, Jie ; Wu, Q. M Jonathan ; Zhang, Yue ; Zhu, Hongqing ; Luo, Limin
Author_Institution :
Dept. of Comput. Sci. & Eng., Southeast Univ., Nanjing, China
Abstract :
Geometric distortions are generally simple and effective attacks for many watermarking methods. They can make detection and extraction of the embedded watermark difficult or even impossible by destroying the synchronization between the watermark reader and the embedded watermark. In this paper, we propose a new watermarking approach which allows watermark detection and extraction under affine transformation attacks. The novelty of our approach stands on a set of affine invariants we derived from Legendre moments. Watermark embedding and detection are directly performed on this set of invariants. We also show how these moments can be exploited for estimating the geometric distortion parameters in order to permit watermark extraction. Experimental results show that the proposed watermarking scheme is robust to a wide range of attacks: geometric distortion, filtering, compression, and additive noise.
Keywords :
Legendre polynomials; affine transforms; image watermarking; additive noise attack; affine Legendre moment invariant; affine transformation attack; compression attack; filtering attack; geometric distortions; image watermarking; watermark detection; watermark extraction; Electronic mail; Image coding; PSNR; Robustness; Transform coding; Transforms; Watermarking; Affine transformation; Legendre moment invariants; geometric attacks; image watermarking;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2011.2118216