An alternative approach is to use groups of interest points to recover the 2D transformation parameters. There are a number of reasons for adopting this approach. Firstly, improvements in the repeatability of interest points mean that the probability of finding a group of repeated interest points is sufficiently large. Secondly, the transformation computation is guaranteed to be non-degenerate.