Search Results for author: David Raba

Found 2 papers, 1 papers with code

SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural Networks

1 code implementation9 Jan 2023 Thomas Monninger, Julian Schmidt, Jan Rupprecht, David Raba, Julian Jordan, Daniel Frank, Steffen Staab, Klaus Dietmayer

In this work we propose SCENE, a methodology to encode diverse traffic scenes in heterogeneous graphs and to reason about these graphs using a heterogeneous Graph Neural Network encoder and task-specific decoders.

Knowledge Graphs Node Classification

MEAT: Maneuver Extraction from Agent Trajectories

no code implementations10 Jun 2022 Julian Schmidt, Julian Jordan, David Raba, Tobias Welz, Klaus Dietmayer

Additionally, an analysis of the datasets and an evaluation of the prediction models based on the agent dynamics is provided.

Trajectory Prediction

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