Title :
A Nonnegative Matrix Factorization Scheme for Digital Image Watermarking
Author :
Ghaderpanah, Mohammadreza ; Hamza, A. Ben
Author_Institution :
Concordia Inst. for Inf. Syst. Eng., Concordia Univ., Montreal, Que.
Abstract :
We present a new scheme for digital watermarking and secure copyright protection of digital images using non-negative matrix factorization and singular value decomposition approaches. The proposed method improves the performance of the data embedding system effectively, and it is resistant to a variety of intentional attacks and normal visual processes. The experimental results clearly illustrate the much improved performance of the proposed watermarking methodology in comparison with existing techniques
Keywords :
copyright; data encapsulation; image coding; singular value decomposition; telecommunication security; watermarking; data embedding system; digital image watermarking; nonnegative matrix factorization; secure copyright protection; singular value decomposition; Copyright protection; Data mining; Digital images; Information systems; Matrix decomposition; Robustness; Singular value decomposition; Systems engineering and theory; Vectors; Watermarking;
Conference_Titel :
Multimedia and Expo, 2006 IEEE International Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
1-4244-0366-7
Electronic_ISBN :
1-4244-0367-7
DOI :
10.1109/ICME.2006.262845