Ofer Hadar

Senior Academic

Rate distortion optimization for efficient watermarking in the DCT domain

O. Hadar, E. Gonen, E. Kaminsky

In this work we concentrate on a unique algorithm for watermarking, which is based on a modulo operation method. This method hides an integer number in the sum of the quantized DCT coefficients in a JPEG block. We use the Lagrangian optimization algorithm, which enables us to select the possible coefficients that will be changed in order to insert the watermark while controlling the bit rate and the distortion level (MSE). The uniqueness of this work is that by integrating the rate-distortion optimization method with the watermarking process we can control the rate of the watermarked image with minimum additional distortion. Initial results of our algorithm show that we can add 4-5 bits per DCT block (8x8 pixels), with a distortion level of 0.7 [dB] at JPEG compression quality above 75%.

Publication language English
Publication status Published - 05.09.2008
4536660

Keywords

DCT domain watermarking
JPEG
Rate distortion

ASJC Scopus subject areas

Computer Graphics and Computer-Aided Design
Computer Networks and Communications
Control and Systems Engineering
Electrical and Electronic Engineering
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Link to publication in Scopus