A neglected statistical tool could help robots better
understand the objects in the world around them.
Object recognition is one of the most widely studied
problems in computer vision. But a robot that manipulates objects in the world
needs to do more than just recognize them; it also needs to understand their
orientation. Is that mug right-side up or upside-down? And which direction is
its handle facing?