The planning proposal for a cinema and cafe at the former Bingo Hall in Beach Street was submitted last year after owners James Wallace and Mark Digwood bought the premises in 2010.
The cinema has gained a lot of local support from people who would like to see the empty building in use again but last week the application was pulled.