Title :
A DWT-based Robust Watermarking Scheme with Fuzzy ART
Author :
Wang, Hung-Jen ; Chang, Chuan-Yu ; Pan, Sheng-Wen
Author_Institution :
Nat. Yunlin Univ. of Sci. & Technol., Yunlin
Abstract :
Digital watermarking is an important technique for protecting the intellectual property rights (IPR) of digital media. In this paper, we propose a DWT-based robust watermarking scheme with fuzzy adaptive resonance theory (fuzzy ART) for still images. Experimental results demonstrate that the proposed scheme is robust against common image processing, geometric distortions and some intentional attacks. Without modifying the original image, the proposed scheme is not only a robust method but also a lossless one. Moreover, it is not necessary to use the original image during extracting the embedded watermark.
Keywords :
adaptive resonance theory; discrete wavelet transforms; feature extraction; fuzzy set theory; image processing; industrial property; watermarking; DWT-based robust watermarking scheme; digital media; digital watermarking; embedded watermark; fuzzy ART; fuzzy adaptive resonance theory; geometric distortions; image processing; intellectual property rights; still images; Computer science; Copyright protection; Discrete wavelet transforms; Image processing; Intellectual property; Neural networks; Resonance; Robustness; Subspace constraints; Watermarking; Digital watermarking; discrete wavelet transformation (DWT); fuzzy adaptive resonance theory (Fuzzy ART); intellectual property rights (IPR); quantization;
Conference_Titel :
Neural Networks, 2006. IJCNN '06. International Joint Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-9490-9
DOI :
10.1109/IJCNN.2006.246647