$S$ is the complement of the [Minkowski sum][1]${}^*$ of a connected body and the sphere of radius $r$.

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${}^*$ Provided the Minkowski sum doesn't self-intersect.
  [1]: http://en.wikipedia.org/wiki/Minkowski_sum