Blues MD Karren Brady told the club's official website: "The talks have broken down and we will now turn our attentions to the Polish international Emmanuel Olisadebe."
Blues have already agreed a fee of around £3.3 million with the Greek side for the Nigerian born striker who played for Poland in this years World Cup.