Born in Baton Rouge, Louisiana, Wise grew up with a love of hunting and fishing.
While stationed at Camp Edwards in 1942 on Cape Cod in Massachusetts, Wise met Madolyn DiSesa; the couple became engaged in January 1943 and married on February 12, 1945.