Digital watermarking has been proposed as a solution to the problem of
copyright protection of multimedia data in a networked environment. I
t makes possible to tightly associate to a digital document a code all
owing the identification of the data creator, owner, authorized consum
er, and so on. In this paper a new watermarking algorithm for digital
images is presented: the method, which operates in the frequency domai
n, embeds a pseudo-random sequence of real numbers in a selected set o
f DCT coefficients. After embedding, the watermark is adapted to the i
mage by exploiting the masking characteristics of the human visual sys
tem, thus ensuring the watermark invisibility. By exploiting the stati
stical properties of the embedded sequence, the mark can be reliably e
xtracted without resorting to the original uncorrupted image. Experime
ntal results demonstrate that the watermark is robust to several signa
l processing techniques, including JPEG compression, low pass and medi
an filtering, histogram equalization and stretching, dithering, additi
on of Gaussian noise, resizing, and multiple watermarking. (C) 1998 El
sevier Science B.V. All rights reserved.