Meanwhile, Deen's publicist sent a statement to ET regarding the photo in question.
"Paula Deen's Social Media Manager posted a picture this morning of Paula and Bobby Deen dressed in costume as Lucy and Ricky, from I Love Lucy. This photograph is from a Halloween episode of Paula's Best Dishes that aired in 2011," the statement reads. "Paula immediately had this picture taken down as soon as she saw the post and apologizes to all who were offended. As such, Paula Deen Ventures has terminated their relationship with this Social Media Manager."
This is not the first time the 68-year-old celebrity chef has been caught up in a racial controversy. In 2013, Deen was fired from the Food Network after she admitted to using a racial slur during a deposition for a lawsuit alleging racial and sexual discrimination. The suit was dismissed, but several sponsors immediately canceled contracts with the TV personality.
WATCH: Paula Deen Will Be 'Less Edited' on New Network
Since then, Deen has attempted to rebuild her image with several tearful public apologies.
ET has reached out to Deen for comment.