The squad was named by former goalkeeper and deputy national coach Jacques Songo'o but the Cameroon football association (FECAFOOT) said a new coach would be named shortly.
"We should have a new coach latest Monday next week," FECAFOOT spokesman Martin Etonge said on Tuesday.
"I took the decision to give up international football even before the World Cup in South Africa because it is good to leave things before they leave you," Song said.
"I have decided to stop playing for the national team because I think I have put in all I have... I am leaving the national team with pride," he added.
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