Voronoi when area not visible

[schroedtert]

Assuming we have a scenario where the walkable area has obstacles or is otherwise concave, from given positions not the whole area is visible or not all other pedestrians are visible:

Currently the result of the Voronoi would look like this:

The question is now, is this the expected behavior and should the Voronoi cell expand to non-visible areas?