Search Results for author: Felix Fent

Found 4 papers, 2 papers with code

DPFT: Dual Perspective Fusion Transformer for Camera-Radar-based Object Detection

1 code implementation3 Apr 2024 Felix Fent, Andras Palffy, Holger Caesar

However, cameras are not robust against severe weather conditions, lidar sensors are expensive, and the performance of radar-based perception is still inferior to the others.

Autonomous Vehicles object-detection +1

Evaluating Pedestrian Trajectory Prediction Methods with Respect to Autonomous Driving

no code implementations9 Aug 2023 Nico Uhlemann, Felix Fent, Markus Lienkamp

In this paper, we assess the state of the art in pedestrian trajectory prediction within the context of generating single trajectories, a critical aspect aligning with the requirements in autonomous systems.

Autonomous Driving Pedestrian Trajectory Prediction +1

RadarGNN: Transformation Invariant Graph Neural Network for Radar-based Perception

1 code implementation13 Apr 2023 Felix Fent, Philipp Bauerschmidt, Markus Lienkamp

However, the sparsity of radar point clouds and the poor data availability remain challenging for current perception methods.

object-detection Object Detection +1

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