I lived in South Africa for a while and heard many times, with various degrees of irony, "you white people all look the same" from black South Africans. So yeah it's definitely a cross-racial recognition problem, and it's probably also a problem with distinguishing between members of visible minorities using traits beyond the most noticable othering characteristic.