Rotation, scale, and translation resilient public watermarking for images

TitleRotation, scale, and translation resilient public watermarking for images
Publication TypeJournal Articles
Year of Publication2000
AuthorsLin CY, Wu M, Bloom JA, Cox IJ, Miller ML, Lui YM
JournalPROC SPIE INT SOC OPT ENG
Volume3971
Pagination90 - 98
Date Published2000///
Abstract

Many electronic watermarks for still images and video content are sensitive to geometric distortions. For example,simple rotation, scaling, and/or translation (RST) of an image can prevent detection of a public watermark. In this
paper, we propose a watermarking algorithm that is robust to RST distortions. The watermark is embedded into a
1-dimensional signal obtained by first taking the Fourier transform of the image, resampling the Fourier magnitudes
into log-polar coordinates, and then summing a function of those magnitudes along the log-radius axis. If the image
is rotated, the resulting signal is cyclically shifted. If it is scaled, the signal is multiplied by some value. And if the
image is translated, the signal is unaffected. We can therefore compensate for rotation with a simple search, and for
scaling by using the correlation coefficient for the detection metric.
False positive results on a database of 10,000 images are reported. Robustness results on a database of 2,000
images are described. It is shown that the watermark is robust to rotation, scale and translation. In addition, the
algorithm shows resistance to cropping.