Isometry group of $N$ using $f:M\to N$ and the isometry group of $M$

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I am curious about isometry group of new Riemannian manifolds out of old Riemannian manifolds. for example what we can say about isometry group of $N$ if we know the isometry group of $M$ and $f:M\to N$ a smooth Riemannian quotient map or smooth Riemannian submersion or a Riemannian covering map? Can one compute the isometry group of $N$ exactly? (for simplicity consider all manifolds are closed.)

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Even in the case of Riemannian covering maps, there is no simple description. One can get some information, for instance, if $X\to Y$ is the universal covering with the deck-transformation group $G$: Then the isometry group $Isom(Y)$ of $Y$ is isomorphic to the quotient of the normalizer of $G$ in $Isom(X)$ by $G$: $$ N_{Isom(X)}(G)/G\cong Isom(Y). $$ But computing the normalizer is not easy either. Sometimes, one can glean information by looking at symmetries of a suitably chosen fundamental domain of $G$ in $X$. But frequently it happens that $Y$ has more symmetries than that.