Search Results for author: Julian Wiederer

Found 5 papers, 3 papers with code

RESET: Revisiting Trajectory Sets for Conditional Behavior Prediction

no code implementations12 Apr 2023 Julian Schmidt, Pascal Huissel, Julian Wiederer, Julian Jordan, Vasileios Belagiannis, Klaus Dietmayer

It is desirable to predict the behavior of traffic participants conditioned on different planned trajectories of the autonomous vehicle.

Decoder regression +1

Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs

no code implementations6 Dec 2022 Osman Ülger, Julian Wiederer, Mohsen Ghafoorian, Vasileios Belagiannis, Pascal Mettes

In such temporally-dynamic graphs, a core problem is inferring the future state of spatio-temporal edges, which can constitute multiple types of relations.

Graph Attention object-detection +2

Anomaly Detection in Multi-Agent Trajectories for Automated Driving

1 code implementation15 Oct 2021 Julian Wiederer, Arij Bouazizi, Marco Troina, Ulrich Kressel, Vasileios Belagiannis

Due to the lack of multi-agent trajectory datasets for anomaly detection in automated driving, we introduce our dataset using a driving simulator for normal and abnormal manoeuvres.

Anomaly Detection

Self-Supervised 3D Human Pose Estimation with Multiple-View Geometry

1 code implementation17 Aug 2021 Arij Bouazizi, Julian Wiederer, Ulrich Kressel, Vasileios Belagiannis

We present a self-supervised learning algorithm for 3D human pose estimation of a single person based on a multiple-view camera system and 2D body pose estimates for each view.

Self-Supervised Learning Weakly-supervised 3D Human Pose Estimation +1

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