next up previous
Next: The linear 5 Up: The linear 4-point Previous: The linear 4-point

Coplanar configurations

It is well-known that pose can be estimated linearly from at least 4 coplanar reference points using a special linear algorithm [3,6]. The points must be affinely independent, i.e. no three of them collinear.

It is important to note that configurations of 4 or more coplanar points are not generically critical for our 4-point algorithm. This is easily proven since the configuration is still constrained by six independent distances as in the non-coplanar case. This suggests important practical consequences of the linear method. In the experiments, the accuracy and stability of our linear 4-point algorithm will be compared with the standard linear algorithm for coplanar points. Also note that SVD step of our algorithm implicitly detects any critical configurations leading to rank deficiency.



Bob Fisher
Mon Mar 29 14:15:27 BST 1999