this results in effects known as a little planet (when the center of projection is the nadir) and a tube (when the center of projection is the zenith).
traditional fisheye lenses use an equal-area projection in which areas close to the edge retain their shape, and straight lines are less curved, these images can be automatically converted to stereographic projection using tools such as Panotools