Originally filmed as a 3-reel comedy, Essanay cut out a full reel for its original release in 1916. The edited out footage was later used in the compilation release Triple Trouble (1918). In the 1990s, all surviving footage from Police was restored and the complete version of Police was unveiled as part of the documentary Chaplin Puzzle, The (1992) (TV).