The Ministry of Education, Culture, Sports, Science and Technology (MEXT or Monbukagakusho) offers scholarships each year to assist students who are interested in enrolling in Japanese universities.

http://www.us.emb-japan.go.jp/english/html/mext-scholarship-info.html