Artificial Intelligent Techniques with Watermarking | ||
| AL-Rafidain Journal of Computer Sciences and Mathematics | ||
| Article 19, Volume 6, Issue 2, August 2009, Pages 229-266 PDF (3.84 M) | ||
| Document Type: Research Paper | ||
| DOI: 10.33899/csmj.2009.163810 | ||
| Authors | ||
| Nada N. Saleem1; Baydaa I. Khaleel2; Shahbaa I. Khaleel2 | ||
| 1College of Computer Sciences and Mathematics University of Mosul, Mosul, Iraq | ||
| 2College of Computer Sciences and Mathematics University of Mosul | ||
| Abstract | ||
| This research presents three robust blind watermarking algorithms in the discrete wavelet transform and spatial domain based on neural network and fuzzy logic artificial intelligent techniques. To enhance the performance of the watermarking system the first algorithm is developed by combining Radial Basis Function (RBF) neural network with Discrete Wavelet Transform (DWT) using (DWT-RBFW) algorithm for embedding and extracting of watermark. The second developed (RBFW) algorithm used RBF neural network for embedding and extracting of watermark based on intensity of whole image. The third developed (FL-EXPW) watermarking method is based on fuzzy logic and expert system techniques and it’s the best algorithm among the three methods. The developed watermarking algorithms are robust against various attacks signal processing operations such as additive noise and jpeg compression, and geometric transformations. | ||
| Keywords | ||
| Watermarking system; Artificial Intelligent techniques; Fuzzy Logic; artificial neural network | ||
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