The first person to execute the high five is supposedly actor Dick Shawn, in Mel Brooks' 1968 comedy "The Producers". While playing Adolf Hitler in the play-within-a-movie "Springtime For Hitler", Shawn asks Goebbels to "give me five", but holds his hand up in a Nazi salute instead of extending it straight out.
The move did not catch on and become popular until years later.