Surely, the color of skin is part of looks. How much is it? I don't know. But it is naive to say that skin color is the only thing.
You are admitting here that you think it’s plausible that the police profile based on race (i.e. they are racist). That they also look at other things isn’t really surprising (but should nevertheless not be left unquestioned).