Measurements of retinal motion along a set of predetermined orientatio
ns on the retina of a moving system give rise to global patterns. Beca
use the form and location of these patterns depend purely on three-dim
ensional (3D) motion, the effects of 3D motion and scene structure on
image motion can be globally separated. The patterns are founded on ea
sily derivable image measurements that depend only on the sign of imag
e motion and do not require information about optical flow. The comput
ational theory presented here explains how the self-motion of a system
can be estimated by locating these patterns.