Title :
A Robust Feature-Based Image Watermarking Scheme
Author :
Chih-Chin Lai ; Chi-Feng Chan ; Chen-Sen Ouyang ; Hui-Fen Chiang
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
Abstract :
The main objective of developing an image watermarking technique is to satisfy both imperceptibility and robustness requirements. To achieve this objective, a hybrid image watermarking scheme based on discrete wavelet transform and singular value decomposition is proposed in this paper. In our approach, the edge information of an image is used to embed the watermark. In addition, we apply the particle swarm optimization algorithm to search the proper value of scaling factor which is used to determine the watermark strength. Experimental results are provided to illustrate the proposed approach is able to withstand a variety of image processing attacks.
Keywords :
discrete wavelet transforms; feature extraction; image watermarking; particle swarm optimisation; singular value decomposition; discrete wavelet transform; hybrid image watermarking scheme; image edge information; image processing attacks; particle swarm optimization algorithm; robust feature-based image watermarking scheme; robustness requirements; scaling factor; singular value decomposition; watermark strength; Digital images; Discrete wavelet transforms; Feature extraction; Robustness; Signal processing; Signal processing algorithms; Watermarking; image feature; image watermarking;
Conference_Titel :
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD), 2013 14th ACIS International Conference on
Conference_Location :
Honolulu, HI
DOI :
10.1109/SNPD.2013.21