Walcott (shoulder) and Adebayor (ankle) will both miss Wednesday evening's Champions League match against Fenerbache at the Emirates Stadium as a result of their injuries.
"Fenerbache's offer has come in so late that it would be suicidal for us to respond positively only three days before the start of the championship, " the club website quoted Dassier as saying.