Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty

Luca Mossina, Joseba Dalmau, Léo andéol

We propose a post-hoc, computationally lightweight method to quantify predictive uncertainty in semantic image segmentation. Our approach uses conformal prediction to generate stat…