Noboru Aota (?? ?, Aota Noboru, 1924 – November 24, 1997) was a Japanese professional baseball player.
An outfielder, he played with the Tokyo Kyojin/Yomiuri Giants, Hankyu Braves, and Taiyo-Shochiku Robins from 1942–1959, playing in both the Japanese Baseball League and Nippon Professional Baseball (NPB).
A five-time league home run champion, he was one of the first true sluggers of Japanese professional baseball — despite being only 5'7" and 171 lbs.
Aota was selected as a Best Nine Award-winner five times and a NPB All-Star six separate times.