The tour kicks off in March and includes 21 shows throughout the U.S.
The "Guardians of the Galaxy" star is the latest frontrunner to lead a planned Disney remake.
The Supremes star will take the stage at The Venetian hotel and casino.
Jeff Goldblum and Bill Pullman are expected to return in "ID Forever," which is slated for a 2016 release.
The thriller is based on the popular book by Jeanne Ryan.