Oriental implies a division between Oriental and Occidental cultures, more specifically that there are some presumed stereotypes about the differences between white people and Asian. It's more like calling anybody from Appalachia a redneck. A lot of people will not care, some will like it, but there are going to be a fair number of people who are not happy with the cultural implications.