Pearson Correlation Coefficient:
$$ \rho = \dfrac{Cov(X,Y)}{\sqrt{Var(X)}\sqrt{Var(Y)}} = \dfrac{Cov(X,Y)}{\sigma_X\sigma_Y} $$