Multiplication gives
The vector is an eigenvector with eigenvalue one. On the plane spanned by the orthonormal pair , the matrix is
Its eigenvalues are the roots of , namely
For either root, an eigenvector is . Therefore
These positive eigenvalues are the squared singular values of .

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