A Geometric Distortion Resilient Image WatermarkingAlgorithm Based on SVD[J]. Journal of Image and Graphics, 2004, 9(4): 506. DOI: 10.11834/jig.20040496.
Many digital watermarks now available for images are sensitive to geometric distortions
which particularly prevent blind detection of a public watermark. In this paper
a watermarking algorithm based on singular value decomposition (SVD) is proposed
which is robust to common geometric distortions. The watermark is embedded into image's singular values. By the algebraic properties of SVD
it is proved rigorously that singular values of the watermarked image are invariant when it goes through the geometric distortions of transpose
mirror reflection
rotation
scale
and translation. Experimental results show that the watermarking algorithm performs well in robustness. The embedded watermark can be detected reliably