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