Active appearance models

Describe shape overlaid with intensity data

Synthesise photo-realistic data

Encapsulate correlation between shape and intensity

Correlations are learned during PCA

Image from Tim Cootes

High time and space complexity

Fair performance in comparison with ASM

Need to establish correspondence across the training set

Correspondence affects model quality

Overlap in training data entails concise models