The AT-AT Imperial Walkers were originally based on the General Electric Walking Truck by R. Mosher (1968) and influenced by Syd Mead’s illustration for a U.S. Steel brochure (circa 1961).

From that Joe Johnston evolved the two legged version, and later a 4 legged version. The final illustration in this post is Ralph McQuarrie’s Imperial Walker.