研究目的
To implement and evaluate a hybrid digital image watermarking scheme based on DWT and SVD for improved robustness and fidelity against various attacks.
研究成果
The hybrid DWT-SVD based dual image watermarking scheme provides better transparency and robustness against various attacks compared to DWT and SVD based techniques separately. The scheme maintains good fidelity of the watermarked images and effectively retrieves watermarks under attacked conditions.
研究不足
The paper does not explicitly mention the limitations of the study.
1:Experimental Design and Method Selection:
The study implements a hybrid watermarking scheme combining DWT and SVD techniques for embedding two watermarks into a host image. The method involves decomposing the primary watermark image into four bands using DWT, applying SVD to each band, and embedding a secondary watermark by modifying the singular values.
2:Sample Selection and Data Sources:
A greyscale host image of size 512×512, a primary watermark of size 128×128, and a secondary watermark of size 64×64 pixels are used.
3:List of Experimental Equipment and Materials:
Not explicitly mentioned in the paper.
4:Experimental Procedures and Operational Workflow:
The process includes embedding watermarks into the host image, performing various attacks on the watermarked image, and extracting the watermarks to evaluate the scheme's robustness.
5:Data Analysis Methods:
The performance is evaluated based on the correlation coefficient of extracted watermarks under different attack conditions.
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