Depp has been in Australia making Pirates of the Caribbean: Dead Men Tell No Tales, the fifth in the series.
Variety says Depp has had to return to the US for the surgery.
Production is expected to continue on the Disney blockbuster with scenes expected to be shot around Depp's character, Captain Jack Sparrow.
The film is still scheduled for release on July 7, 2017.