I don't think there's really a huge barrier as far the chances of getting in. There are tons of graduate students who comes from oversee and it's actually nice to have int'l graduate students because they provide a different view on topics in class.
I think the hardest part for the admission office is to evaulate and try to compare GPA from US to GPA from another country and try to determine which student has a better profile.