The couple arrived in Los Angeles on a private plane and were very happy, according to TMZ, a celebrity news website, and The New York Post.
The newspaper said Hanks, 63, was seen stretching out a hand to touch the runway and then performing a festive dance after the plane arrived in Los Angeles.
Hanks and Wilson were transferred to the hospital for a short period in “Gold Coast”, Australia, after tests confirmed their infection with the virus in the beginning of this month.
Then the couple underwent self-isolation but they were in contact with fans on Instagram.
The Oscar-winning actor and his wife were infected with the emerging corona virus while in Australia to film.
Hanks and Australian director Baz Luhrmann are making a film about the life story of American rock and roll legend Elvis Presley. Hanks is supposed to play the role of singer-director Tom Parker, singer. Filming has been suspended due to infection with Corona virus.