Title :
A New Robust Digital Image Watermarking Technique Based on Joint DWT-DCT Transformation
Author :
Kasmani, Saied Amirgholipour ; Naghsh-Nilchi, Ahmadreza
Author_Institution :
Dept. of Comput. Eng., Univ. of Isfahan, Isfahan
Abstract :
In this paper, a new robust digital image watermarking algorithm based on Joint DWT-DCT Transformation is proposed. The imperceptibility is provided as well as higher robustness against common signal processing attacks. A binary watermarked image is embedded in certain sub-bands of a 3-level DWT transformed of a host image. Then, DCT transform of each selected DWT sub-band is computed and the PN-sequences of the watermark bits are embedded in the coefficients of the corresponding DCT middle frequencies. In extraction stages, the watermarked image, which maybe attacked, is first preprocessed by sharpening and Laplassian of Gaussian filters. Then, the same approach as the embedding process is used to extract the DCT middle frequencies of each sub-band. Finally, correlation between mid-band coefficients and PN-sequences is calculated to determine watermarked bits. Experimental results show that the proposed method improved the performance of the watermarking algorithms which are based on the joint of DWT-DCT.
Keywords :
Gaussian processes; discrete cosine transforms; discrete wavelet transforms; image coding; watermarking; DCT middle frequencies; Gaussian filters; PN-sequences; digital image watermarking; discrete cosine transforms; discrete wavelet transforms; joint DWT-DCT transformation; pseudorandom noise sequences; Digital images; Discrete cosine transforms; Discrete wavelet transforms; Filtering; Frequency; Image coding; Image processing; Noise robustness; Signal processing algorithms; Watermarking; Digital Image Watermarking; discrete cosine transform (DCT); discrete wavelet transform (DWT);
Conference_Titel :
Convergence and Hybrid Information Technology, 2008. ICCIT '08. Third International Conference on
Conference_Location :
Busan
Print_ISBN :
978-0-7695-3407-7
DOI :
10.1109/ICCIT.2008.139