2 papers
cs.CV2024
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation
Florian Heidecker, Ahmad El-Khateeb, Maarten Bieshaar +1
The operating environment of a highly automated vehicle is subject to change, e.g., weather, illumination, or the scenario containing different objects and other participants in wh…
cs.CV2023
Sampling-based Uncertainty Estimation for an Instance Segmentation Network
Florian Heidecker, Ahmad El-Khateeb, Bernhard Sick
The examination of uncertainty in the predictions of machine learning (ML) models is receiving increasing attention. One uncertainty modeling technique used for this purpose is Mon…