Let f be a function on the set M-nxn of all n by n real matrices. If f is rotationally invariant with respect to the proper orthogonal group, it has a representation (f) over tilde through the signed singular values of the matrix argument A is an element of M-nxn. Necessary and sufficient conditions are given for the rank 1 convexity of f in terms of (f) over tilde.