The photographer in this case, Baldwin Lee, was Chinese-American and grew up in Chinatown in New York. So his experience was probably not due to this phenomenon.
The idea that the victor is ever anything but perfect is rarely in history books. The history of Southern exploitation is heavily covered in Socialist literature, though.