In the previous chapter, generative models of shape and intensity were described. Construction of such models depends on the ability to establish correspondence, which is a central factor that affects the quality of models. Over the past few years there has been considerable research on establishing correspondence between a set of shapes automatically. This chapter provides a succinct summary of this work.