YANG Hong-mei, LIANG Yong-quan, LIU Lian-shan, et al. HVS-based imperceptibility measure of watermark in watermarked color image[J]. 2008, (2): 95-100.
YANG Hong-mei, LIANG Yong-quan, LIU Lian-shan, et al. HVS-based imperceptibility measure of watermark in watermarked color image[J]. 2008, (2): 95-100.DOI:
给出彩色图像JNCD(just noticeable color differences)值计算方法
计算出图像中不同成份的视觉掩蔽权值
给出一个基于这些权值的彩色图像水印不可感知性评价模型
即CPSNR(color image peak signal to noise ratio)。实验证明
CPSNR的判定结果与人眼的视觉感知结果一致
可用于对水印算法进行不可感知性性能评价。
Abstract
Imperceptibility of embedded digital watermark reflects the fidelity of watermarked image. The masking of frequency
luminance
texture and color on human vision were analyzed. Based on the color masking and Watson’s JND(just noticeable differences) model
a calculation method of JNCD(just noticeable color differences) for color image was proposed. Then the masking weight for each element of color image was calculated using the JNCD. A new imper- ceptibility measure of watermark in watermarked color image was proposed based on these masking weights
i.e. CPSNR (color image peak signal to noise ratio). Experimental results show that the quality of watermarked color image calculated by CPSNR is the same as the result judged by human vision
and CPSNR can be used to evaluate the imperceptibility of watermarking methods.