Born in Dayton, Gleitsmann moved to Akron at an early age when his father, an architectural engineer and amateur painter, secured a job in the area. After graduating from high school, he took private drawing lessons for one year with Katherine Calvin. Lacking the funds for tuition, he accepted the invitation of Paul Travis to attend