Title :
An ICA based algorithm for video watermarking
Author :
Joumaa, Hussein ; Davoine, Franck
Author_Institution :
Heudiasyc Lab., Univ. de Technol. de Compiegne, France
Abstract :
In this paper, a new video watermarking scheme is proposed. We adapt two watermarking algorithms, originally proposed for still image watermarking, to embed data in a set of statistically independent sources, extracted from a video sequence. We show the interest of applying such an approach to video watermarking. The proposed scheme offers good robustness against MPEG compression attack, as well as an important capacity level. We consider, in this paper, data hiding in digital TV channels where data are compressed using MPEG-2. The main contribution of our study is to compare two different watermarking approaches applied to error prediction frames transformed by ICA.
Keywords :
data encapsulation; digital television; independent component analysis; video coding; watermarking; ICA transformations; MPEG compression attack robustness; MPEG-2; data embedding; data hiding capacity; digital TV channels; error prediction frames; statistically independent sources; video watermarking; Data encapsulation; Data mining; Digital TV; Image coding; Independent component analysis; Robustness; Transform coding; Video compression; Video sequences; Watermarking;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415527