Barry George's solicitor, Nick Baird, said: "We are very disappointed with the judgement and we shall be applying for permission to leapfrog the Court of Appeal to have the matter heard before the Supreme Court."
Mr George, 52, came to court to seek a reconsideration of his case which could have opened the way for him to claim an award of up to £500,000 for lost earnings and wrongful imprisonment. But the judges ruled that he had "failed the legal test" to receive an award.
More top news
Nineteen people have been rescued from the English Channel after the inflatable boat they were in started taking on water.
Leishang Cosmetics said it strongly condemns racial discrimination but blamed foreign media for the "over-amplification" of the advert.
The public voted the ITV show ahead of last year's winner EastEnders, as well as Coronation Street, Doctors and Hollyoaks.