Model-based Framework

Registered image set  statistical appearance model
Good registration  good model
- generalises well to new examples
- specific to class of images
Registration quality  Model quality
- problem transformed to defining model quality
- ground-truth-free assessment of NRR

Registered image set  statistical appearance model