The restaurant owners have agreed to pay nearly $143,000 in restitution to the state, authorities say.
The six restaurants named in court documents are located in Muncie, Indianapolis, Gas City and Fairmount.
He's held on a $300,000 bond. It's not clear if he has an attorney who might comment on his behalf.
Dean grew up in Marion, Indiana, and the memorial is on the property where he was born.
Dean was born there in 1931 in the city 60 miles northeast of Indianapolis.