The test was performed on Sunday, says the Czech Olympic sports director Martin Doktor.
Perusic should be asymptomatic.
On Saturday, a Czech leader was also tested positive for corona on arrival in Tokyo.
The South African Football Association has previously confirmed that two players and a video analyst have received positive test results in the Olympic Village.
The Olympics will be inaugurated on July 23.