 Dexter was born in Paris, Arkansas, to William Henry and Emma (née Foster) Poindexter.He has three brothers, Foster, William Jr., and James.Dexter first entered the business as a teenaged actor in "The Three Stooges" short, "Uncivil War Birds" (1946).