Dixon attended the Robert Moton School, in Westminster, Maryland and then attended college at Morgan State College in Baltimore, Maryland, earning a Bachelor of Sciences degree.
Dixon attended the Robert Moton School, in Westminster, Maryland, the only school in the county which black children could attend. He then attended college at Morgan State College in Baltimore, Maryland, earning a Bachelor of Sciences degree.