Norms are always culturally dependent.
The probablity of a long beard, for example, varies significantly with culture.
I'd guess there are lots of people who know little about China.
Probably by now, most people with TV have seen multiple movies showing modern scenes from Shanghai, Hong Kong, and such, so probably know the dress styles are similar to other places.
It may be that even some will recognise nomadic invaders by name.