SSIM

SSIM 公式含义:

\[SSIM(x,y)=[l(x,y)]^{\alpha}[c(x,y)]^{\beta}[s(x,y)]^{\gamma} \]

亮度:

\[l(x,y) = \frac{2\mu_x\mu_y+c_1}{\mu_x^2 + \mu_y^2 + c_1} \]

对比度:

\[c(x,y) = \frac{2\sigma_x\sigma_y+c_2}{\sigma_x^2+\sigma_y^2+c_2} \]

结构:

\[s(x,y)=\frac{\sigma_{xy}+c_3}{\sigma_x\sigma_y+c_3} \]

简化:

\[SSIM(x,y)=\frac{(2\mu_x\mu_y+c_1)(2\sigma_{xy}+c_2)}{(\mu_x^2 + \mu_y^2 + c_1)(\sigma_x^2+\sigma_y^2+c_2)} \]

posted @ 2020-11-13 14:47  wioponsen  阅读(418)  评论(0编辑  收藏  举报