The 1964 Summer Olympics football qualification – Asia Group 2 was one of the three Asian groups in the Summer Olympics football qualification tournament to decide which teams would qualify for the 1964 Summer Olympics football finals tournament in Japan.[1] Group 2 consisted of five teams: Indonesia, Burma, Malaysia, North Korea and Thailand. The teams played home-and-away knockout matches. North Korea qualified for the Summer Olympics football finals after defeating Thailand 7–0 on aggregate in the second round.
|-| colspan="5" style="text-align:center; background:whitesmoke;" | Preliminary round|-| colspan="5" style="text-align:center; background:whitesmoke;" | First round|-| colspan="5" style="text-align:center; background:whitesmoke;" | Second round
Thailand won 4–3 on aggregate and advanced to the first round.
North Korea won 1–0 on aggregate and advanced to the second round.----Thailand won on walkover and advanced to the second round.
North Korea won 7–0 on aggregate and qualified for the Summer Olympics.