John listed the cases, but forgot to add one hidden case (a huge underwater stone).
For cases of a circle or an ellipse, it may happen after transformations, that the constant
in the right side is less than zero, while the left side is strictly positive.
In this case the set of points is EMPTY : there is NO any figure.