Most perspective tutorials I've encountered cover the basics of one, two, and three point perspective. However, they fail to discuss more complicated scenes in which there may be multiple horizon lines (i.e. any picture of hilly San Francisco illustrates my confusion!)
For instance, where are the horizon lines and vanishing points located in the following images?