Pigeons having a shower

I've noticed a few times that when it rains, the pigeons gather on the roof of the flats and lift one wing to wash under their armpits (wingpits?). Pigeons are odd birds...

Bad quality photo I'm afraid - a combination of shooting through the window, murky weather and having to zoom in a long way!