The arrests came just before 2 a.m. in the 2200 block of Trout Street in the Valley.
A police dispatch reports that Veronica Morgan Trapp and Jeremy Michael Olivit, both 30 years of age, were jailed at the Lemon Creek Correctional Center.
The vehicle was recovered and returned to its owner.