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An improved image watermarking scheme using selective curvelet scales

机译:使用选择性曲线波尺度的改进图像水印方案

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The paper proposes an image watermarking algorithm on curvelet transform domain. Different from other conventional methods which embed the watermark in spatial domain, discrete cosine transform (DCT), or discrete wavelet transform (DWT), the present paper uses curvelet transform domain for image watermarking since curvelet transform is effective when representing curves with fewer coefficients than other transforms such as wavelets for the same accuracy. The paper will investigate the different scales of curvelet transform domain for embedding the watermark to achieve both invisibility and robustness. The performance of image watermarking in curvelet transform domain is compared with the same algorithm but applied on DCT-DWT combined domain. Peak signal-to-noise ratio (PSNR) and normalized correlation (NC) are used to evaluate the invisibility and the robustness of the algorithms, respectively. Experimental results show that invisibility and robustness are ensured. Performance in terms of invisibility and robustness of the proposed algorithm is better than that applying on DCT-DWT combined domain for the lossy JPEG compression attacks, speckle and Gaussian noise.
机译:提出了一种在Curvelet变换域上的图像水印算法。与将水印嵌入空间域,离散余弦变换(DCT)或离散小波变换(DWT)的其他常规方法不同,由于曲波变换在表示系数小于2的曲线时是有效的,因此本文将Curvelet变换域用于图像水印。其他转换,例如小波,具有相同的精度。本文将研究curvelet变换域的不同尺度,以嵌入水印以实现隐身性和鲁棒性。将曲线波变换域中的图像水印性能与相同算法进行了比较,但将其应用于DCT-DWT组合域中。峰值信噪比(PSNR)和归一化相关(NC)分别用于评估算法的不可见性和鲁棒性。实验结果表明,隐身性和鲁棒性得到了保证。就有损JPEG压缩攻击,斑点和高斯噪声而言,所提算法的不可见性和鲁棒性方面的性能优于在DCT-DWT组合域上的性能。

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