Follow That Dream (NR) is a 1962 American musical film starring Elvis Presley made by Mirisch Productions. The movie was based on the 1959 novel Pioneer, Go Home! by Richard P. Powell. Producer Walter Mirisch liked the song Follow that Dream and retitled the picture. The movie reached #5 on the Variety weekly Box Office Survey, staying on the chart for three weeks, and finishing at #33 on the year end list of the top-grossing movies of 1962. Follow That Dream was partially filmed at the Old Citrus County Courthouse. Elvis and the production team rented the Valerie Theatre to view the dailies (yesterday's footage).