Title :
A new image watermarking scheme based on DWT and ICA
Author :
Liu, Ju ; Zhang, Xingang ; Sun, Jiande
Author_Institution :
Sch. of Inf. Sci. & Eng., Shandong Univ., Jinan, China
Abstract :
This paper proposes a scheme of digital image watermarking based on the combination of discrete wavelet transform (DWT) and independent components analysis (ICA). Firstly, the original image is decomposed by DWT, and then the approximate sub-image of the original image is mixed with the watermark directly. The scheme can embed all the information of watermark into the image, and can also extract all the characteristic information of the watermark by using ICA. The simulation results demonstrate that this scheme with high robustness.
Keywords :
blind source separation; discrete wavelet transforms; independent component analysis; watermarking; ICA; digital image watermarking; discrete wavelet transform; image decomposition; independent components analysis; information extraction; robustness; Data mining; Digital images; Discrete wavelet transforms; Image analysis; Independent component analysis; Multiresolution analysis; Robustness; Signal analysis; Watermarking; Wavelet analysis;
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
DOI :
10.1109/ICNNSP.2003.1281157