  We derive an upper bound on the size of a ball such that the image of the
ball under quadratic map is strongly convex and smooth. Our result is the best
possible improvement of the analogous result by Polyak in the case of quadratic
map. We also generalize the notion of the joint numerical range of m-tuple of
matrices by adding vector-dependent inhomogeneous terms and provide a
sufficient condition for its convexity.
