1 code implementation • 10 Oct 2022 • Kshitij Sirohi, Sajad Marvi, Daniel Büscher, Wolfram Burgard
Current learning-based methods typically try to achieve maximum performance for this task, while neglecting a proper estimation of the associated uncertainties.
1 code implementation • 29 Jun 2022 • Kshitij Sirohi, Sajad Marvi, Daniel Büscher, Wolfram Burgard
In this work, we introduce the novel task of uncertainty-aware panoptic segmentation, which aims to predict per-pixel semantic and instance segmentations, together with per-pixel uncertainty estimates.