Active Shape Models

Define contours or surfaces of objects

Usually closed curves, either convex or concave

Extend deformable snakes, controlled by bending energy

Construction based on statistical analysis

Probability theory, Bayes' rules

Landmarks, shape vectorisation

Learning the correlations, model training