Wise County is a county located in the U.S. state of Texas. As of the 2010 census, the population was 59,127. Its county seat is Decatur.Wise County is part of the Dallas-Fort Worth-Arlington, TX Metropolitan Statistical Area.The Wise Eyes crime watch program, eventually adopted by mostly rural counties in several states, was started in 1993 by then-Sheriff Phil Ryan.