Integrating vision modules with coupled MRFs (opens in new tab)

Integrating vision modules with coupled MRFs Poggio, Tomaso I outline a project for integrating several early visual modalities based on coupled Markov Random Fields models of the physical processes underlying image formation, such as depth, albedo and orientation of surfaces. The key ideas are: a) to use as input data estimates of the various processes and their discontinuities, computed by several different algorithms. b) to implement with MRFs the physical and geometrical constraints of ...