Title :
A Blind Watermarking Algorithm Based on ICA
Author :
Shihua Yong ; Xiaoli Wang ; Xiaohu Ma
Author_Institution :
Sch. of Comput. Sci. & Technol., Soochow Univ., Suzhou, China
Abstract :
A blind watermarking algorithm based on independent component analysis (ICA) is proposed. According to the human visual system (HVS) in the domain of DWT and DCT, watermark is embedded to the host image adaptively. The advantages of the multi-resolution and multi-scale of the DWT, combining with the ability of energy compression and ridding correlation of DCT make sure the robustess of the algorithm. We utilize ICA to extract the watermark without the original image. Experiment results show that the proposed algorithm enhances the watermark robustness and invisibility.
Keywords :
discrete cosine transforms; discrete wavelet transforms; independent component analysis; watermarking; DCT; DWT; blind watermarking algorithm; human visual system; independent component analysis; Computer science; Data mining; Discrete cosine transforms; Discrete wavelet transforms; Humans; Image coding; Independent component analysis; Robustness; Visual system; Watermarking;
Conference_Titel :
Multimedia and Information Technology (MMIT), 2010 Second International Conference on
Conference_Location :
Kaifeng
Print_ISBN :
978-0-7695-4008-5
Electronic_ISBN :
978-1-4244-6602-3
DOI :
10.1109/MMIT.2010.50