I think there is a bit of racism, yes.
Actually, Japanese society is pretty racist, but they aren't as open about it as some Western countries are.
I have a Japanese friend who, when hearing about Chinese/Korean things will make a really disgusted faced. But, on the flip side, she has Chinese and Korean friends and has no problem with them. I think it's more of a dislike for the culture, rather than with the individual people themselves.