Modelling with Gaussian Processes

Gaussian Processes are great for modelling. Here we discuss how we can model shapes even if we don't have example data available.

Theory​

• Introduction
• Covariance functions
• Constructing kernels for shape modelling
• Quiz
• Enlarging the flexibility of statistical shape models
• Quiz

Practice​

The following tutorials show how the concepts are translated into practice using Scalismo.

• Shape modelling with Gaussian processes and kernels