Ralf Römer

Vision-Based Uncertainty-Aware Motion Planning based on Probabilistic Semantic Segmentation

2022 · arXiv (Cornell University)

For safe operation, a robot must be able to avoid collisions in uncertain environments. Existing approaches for motion planning under uncertainties often assume parametric obstacle representations and Gaussian uncertainty, which can be inaccurate. While visual …