Rufus and Lillian in Corsicana, Texas

This photo was found among some old photos that had
belonged to Melvina Burks Moore, my great-grandmother, in Coffee County,
Tennessee.

Does anyone recognize these people? The
words, Rufus and Lillian made in Corsicana, Texas, were written on the
back of the photo, but no surname. I have been told the last name may
be Peay.
People in photo include: Rufus Peay and Lillian Peay