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Frank Bieder

4 accepted papers

2026

M3TR: A Generalist Model for Real-World HD Map Completion

ICRA 2026poster

Autonomous vehicles rely on HD maps for their operation, but offline HD maps eventually become outdated. For this reason, online HD map construction methods use live sensor data to infer map information instead. Research on real map changes shows that oftentimes entire parts of an HD map remain unch…

2025

M3TR: A Generalist Model for Real-World HD Map Completion

RA-L 2025

Autonomous vehicles rely on HD maps for their operation, but offline HD maps eventually become outdated. For this reason, online HD map construction methods use live sensor data to infer map information instead. Research on real map changes shows that oftentimes entire parts of an HD map remain unch

Cited by 2SourcecodeScholar
2025

SDTagNet: Leveraging Text-Annotated Navigation Maps for Online HD Map Construction

NeurIPS 2025poster

Autonomous vehicles rely on detailed and accurate environmental information to operate safely. High definition (HD) maps offer a promising solution, but their high maintenance cost poses a significant barrier to scalable deployment. This challenge is addressed by online HD map construction methods,…

Cited by 0SourcecodeScholar
2022

TEScalib: Targetless Extrinsic Self-Calibration of LiDAR and Stereo Camera for Automated Driving Vehicles with Uncertainty Analysis

IROS 2022poster

In this paper, we present TEScalib, a novel extrinsic self-calibration approach of LiDAR and stereo camera using the geometric and photometric information of surrounding environments without any calibration targets for automated driving vehicles. Since LiDAR and stereo camera are widely used for sen…

Cited by 7SourceScholar