I believe there is! I don't speak German mind you, but with that said, if I'm not mistaken they have a term : "der Kussverpasser". Which could be translated as "the kiss misser" or "one who misses a kiss".
It's a compound word that is formed from "der Kuss", "the kiss" and "verpasser", "one who...