Antarctica and Australia were the only continents left unexplored by the European explorers. They lived in Europe, Asia had already been explored, they took people from Africa to be slaves in the Americas, and North and South America were visited and colonized by the Europeans.
Reason for this is because it was thought a lot of the statues were carved to replicate or be a symbol of political leaders and to have similar features to many of the past rulers.