Brazil coach Dunga has named uncapped duo Hulk and Carlos Eduardo in his squad for next month's friendly against England in Doha, while Liverpool full-back Fabio Aurelio has been recalled.
Porto striker Hulk and Hoffenheim winger Carlos Eduardo join more established attacking talent like Kaka and Luis Fabiano in the 24-man party.
Aurelio, who will be looking to win his first senior cap, is one of two Liverpool players in the squad, which is solely European-based, with midfielder Lucas the other.
Manchester City's Robinho has also been included, while Lyon full-back Michel Bastos has been handed his first call-up.
AC Milan duo Ronaldinho and Alexandre Pato and Juventus' Diego have been left out, however.
The five-time World Cup winners take on Fabio Capello's men on November 14 and Oman three days later.
Brazil squad: Julio Cesar (Inter Milan), Doni (Roma); Maicon (Inter Milan), Daniel Alves (Barcelona), Luisao (Benfica), Lucio (Inter Milan), Juan (Roma), Naldo (Werder Bremen), Fabio Aurelio (Liverpool), Michel Bastos (Lyon); Gilberto Silva (Panathinaikos), Josue (Wolfsburg), Lucas (Liverpool), Felipe Mello (Juventus), Alex (Spartak Moscow), Julio Baptista (Roma), Ramires (Benfica), Elano (Galatasaray), Kaka (Real Madrid); Carlos Eduardo (Hoffenheim); Robinho (Manchester City); Luis Fabiano (Sevilla); Nilmar (Villarreal); Hulk (Porto)