Aleksej Pokusevski and Nikola Jovic were not given permission by the Oklahoma City Thunder and Miami Heat to represent Serbia at EuroBasket.
Bogdan Bogdanovic was also not called up due to his recovery from knee surgery.
Nikola Jokic will play in the tournament, which begins on September 1.