The discoverer , Eugene Dubois originally called it Pithecanthropus erectus based on its morphology that he considered to be intermediate between that of humans and apes . He originally gave the material the name Pithecanthropus erectus based on its morphology that he considered to be intermediate between that of humans and apes .