Veloso, of Genoa, and Eliseu, of Malaga, were both left out of the squad that beat Luxembourg 5-0 in a friendly in Faro earlier this month.
Toulouse midfielder Paulo Machado and Rolando, the FC Porto defender, also come back into the fold, but veteran striker Nuno Gomes is not retained after featuring against Luxembourg.
Portugal currently lie top of qualifying Group H after five games, although they are level on ten points with both Denmark and Norway.
Goalkeepers: Eduardo (Benfica), Quim (Braga), Rui Patricio (Sporting)
Defenders: Bruno Alves (Zenit Saint Petersburg/RUS), Fabio Coentrao (Real Madrid/ESP), Joao Pereira (Sporting), Pepe, Ricardo Carvalho (both Real Madrid/ESP), Rolando (FC Porto), Silvio (Atletico Madrid/ESP)
Midfielders: Andre Santos (Sporting), Eliseu (Malaga/ESP), Joao Moutinho (FC Porto), Miguel Veloso (Genoa/ITA), Paulo Machado (Toulouse/FRA), Raul Meireles (Liverpool/ENG), Ruben Micael (Real Zaragoza/ESP)
Forwards: Cristiano Ronaldo (Real Madrid/ESP), Danny (Zenit Saint Petersburg/RUS), Hugo Almeida (Besiktas/TUR), Helder Postiga (Sporting), Nani (Manchester United/ENG), Silvestre Varela (FC Porto)