No, it wouldn't. Unless he threatens their life, they aren't justified in killing him.
This is America, the Constitution can never be selectively applied to deny the rights given by it...A man is innocent until proven guilty in a court of law. Period.
Vigilante Justice isn't Justice...it's tyranny.