The Bosnian team failed to see potential in Mulaomerović, so he accepted the call from Petar Skansi, then senior Croatia's head coach. Mulaomerović represented Croatia at the 1996 Summer Olympics, EuroBasket 1997, EuroBasket 1999, EuroBasket 2001 and EuroBasket 2003.