Purpura, also called blood spots or skin hemorrhages, refers to purple-colored spots that are most recognizable on the skin.The spots could also be located on organs or mucous membranes, including the inside of the mouth.Have a board certified dermatologist examine your skin problem ».urpura, also called blood spots or skin hemorrhages, refers to purple-colored spots that are most recognizable on the skin.