There's a little of both in play here.
First, the whole black and white part of the illustration is a neck flap that may or may not have existed. It makes the neck look super thick, but it was just the artist's interpretation.
Second, penguins. Pterosaurs have big, hollow heads and skeletons that look like they should have flown. The same can be said of penguins.