"I have spoken to the referee and I have also spoken to the referees' assessor about the incident," manager Aidy Boothroyd told the club's official website.
"For our appeal to be successful we must prove the decision has been a clear error on the referee's part.
"While we believe it to have been wrong, it's nonetheless a judgement call by Rob Styles and we cannot prove otherwise."