Segmenting scalp and facial hair of a human subject depicted in an image by identifying from metadata associated with the image or semantic information extracted from the image information indicating a possible distribution of the scalp hair or the facial hair, identifying from hair distribution information an expected-hair region within the image wherein the expected-hair region includes at least a portion of a head area of the subject, and identifying a hair region within the expected hair region