Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs

Raphael Meier, Urspeter Knecht, Alain Jungo +2

This paper proposes a novel approach for uncertainty quantification in dense Conditional Random Fields (CRFs). The presented approach, called Perturb-and-MPM, enables efficient, ap…