Houston is married to Ingeborg "Inge" Sorensen, with whom he has three children: Bart, Sumner, and Glynnis Rose.
Bart was the starting quarterback for the Wisconsin Badgers and was signed as an undrafted free agent for the Pittsburgh Steelers during the 2017 preseason.