Sixth Framework Programme Marie Curie Actions Human Resources and Mobility Marie Curie Research Training Networks (rtn) Computational and Cognitive Vision Systems: a Training European Network

We discuss a method suitable for inpainting both large scale geometric structures and stochastic texture components. We use the wellknown FRAME model for inpainting. We introduce a temperature term in the learnt FRAME Gibbs distribution. By using a fast cooling scheme a MAP-like solution is found that can reconstruct the geometric structure. In a second step a heating scheme is used that reconstruct the stochastic texture. Both steps in the reconstruction process are necessary, and contribute in two very different ways to the appearance of the reconstruction.