Is it possible for a large celestial body to collide with another at low speed? For example if something the size of the moon were trailing the earth but at a only slightly faster speed. 

I'm going to assume the earths gravity would increase the velocity of the object, but I'm wondering if it would need to be a planet obliterating event without the high relative speeds?