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A New Robust Reversible Blind Watermarking in Wavelet-Domain for Color Images

机译:小波域彩色图像鲁棒可逆盲水印技术

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摘要

Reversible watermarking methods are used for copyright protection and are able to recover the host image without distortion. Robust reversible watermarking technique should resist against intentional and unintentional image processing attacks. Robust reversible watermarking techniques should have three features namely imperceptibility, reversibility and robustness. In this paper, it is proposed to develop a new robust reversible blind watermarking for color images based on histogram construction of the wavelet coefficients constructed from the cover image. In the proposed approach, the red component of a host color image is decomposed into wavelet coefficients. Motivated by the excellent spatio-frequency localization properties of wavelets, this technique is proposed in the wavelet domain. The pixels are adjusted before watermark embedding such that both overflow and underflow of pixels during embedding is avoided and image is recovered without distortion. Based on histogram construction and the local sensitivity of Human Visual System (HVS) in wavelet domain, the watermark is embedded. For watermark extraction without host image, k-means clustering algorithm is proposed. The experimental results show that the proposed technique has good performance in terms of reversibility and robustness with the high quality of the watermarked image. The PSNR value of the recovered image is around 48 dB which proves that the quality of the recovered image is not degraded.
机译:可逆水印方法用于版权保护,并且能够恢复主机图像而不会失真。健壮的可逆水印技术应能够抵抗有意和无意的图像处理攻击。鲁棒的可逆水印技术应具有三个特征,即不可感知性,可逆性和鲁棒性。本文提出了一种新的基于彩色图像的小波系数的直方图构造,为彩色图像开发一种鲁棒的可逆可逆盲水印。在提出的方法中,将宿主彩色图像的红色分量分解为小波系数。由于小波具有出色的时空定位特性,因此在小波域中提出了该技术。在嵌入水印之前对像素进行调整,从而避免了嵌入期间像素的上溢和下溢,并且可以恢复图像而不会产生失真。基于直方图构造和人类视觉系统(HVS)在小波域中的局部敏感性,嵌入了水印。针对没有宿主图像的水印提取,提出了k均值聚类算法。实验结果表明,所提出的技术在可逆性和鲁棒性方面都具有良好的性能,并且具有较高的水印图像质量。恢复图像的PSNR值约为48 dB,这证明恢复图像的质量不会降低。

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