Single View Metrology
A. Criminisi, I. Reid and A. Zisserman (ICCV 99)
Make scene measurements from a single image
Application:  3D from a single image
Assumptions
1    3 orthogonal sets of parallel lines
2    4 known points on ground plane
3    1 height in the scene
Can still get an affine reconstruction without 2 and 3