Search Results for author: Sajad Marvi

Found 2 papers, 2 papers with code

Uncertainty-aware LiDAR Panoptic Segmentation

1 code implementation10 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.

Autonomous Driving Panoptic Segmentation +2

Uncertainty-aware Panoptic Segmentation

1 code implementation29 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.

Panoptic Segmentation Scene Understanding +1

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