The teams had played a 0-0 tie aftermost weekend in Athens, and Greece won the total-goals alternation on 1-0 aggregate.
Greece went 0-3 at the 1994 World Cup in the United States.
Salpigidis scored off a pass from Georgios Samaras for his second international goal in 29 appearances.