Probably because it's [[ochi ha] fumi], and not [ochi [ha fumi]]. Although I must say I can't make much sense out of the second one. The first would be "stepping on fallen leaves," and the second would have to be something like "falling while stepping on leaves," I guess. That's if my memory of morphology and compound words serves me correctly.