Popović joined the senior men's Croatian national team in 2002, and with the senior team, he played at the following EuroBasket tournaments: in 2003, 2005, 2007, 2009, 2011, and finally in 2017. He also played at the 2008 Summer Olympics and at the 2010 World Championship.