Datasets for Lane Detection in Autonomous Driving: A Comprehensive Review

by Jörg Gamerdinger, Sven Teufel, and Oliver Bringmann
In arxiv preprint, 2025.

S2S-Net: Addressing the Domain Gap of Heterogeneous Sensor Systems in LiDAR-Based Collective Perception

by Sven Teufel, Jörg Gamerdinger, and Oliver Bringmann
In arxiv preprint, 2025.

CarlaNCAP: A Framework for Quantifying the Safety of Vulnerable Road Users in Infrastructure-Assisted Collective Perception Using EuroNCAP Scenarios

by Jörg Gamerdinger, Sven Teufel, Simon Roller, and Oliver Bringmann
In 2025 IEEE 101th Vehicular Technology Conference:(VTC2025-Spring), 2025.

MR3D-Net: Dynamic Multi-Resolution 3D Sparse Voxel Grid Fusion for LiDAR-Based Collective Perception

by Sven Teufel, Jörg Gamerdinger, Georg Volk, and Oliver Bringmann
In 2024 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2024), 2024.

Keywords: Collective Perception, Data Fusion, LiDAR-Based Object Detection

Collective Perception Datasets for Autonomous Driving: A Comprehensive Review

by Sven Teufel, Jörg Gamerdinger, Jan-Patrick Kirchner, Georg Volk, and Oliver Bringmann
In 2024 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2024), 2024.

Robust Local and Cooperative Perception Under Varying Environmental Conditions

by Jörg Gamerdinger, Georg Volk, Sven Teufel, Alexander von Bernuth, Stefan Müller, Dennis Hospach, and Oliver Bringmann
In Cooperatively Interacting Vehicles: Methods and Effects of Automated Cooperation in Traffic, pages 113–157. Springer International Publishing, 2024.

SCOPE: A Synthetic Multi-Modal Dataset for Collective Perception Including Physical-Correct Weather Conditions

by Jörg Gamerdinger, Sven Teufel, Patrick Schulz, Stephan Amann, Jan-Patrick Kirchner, and Oliver Bringmann
In 2024 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2024), 2024.

LSM: A Comprehensive Metric for Assessing the Safety of Lane Detection Systems in Autonomous Driving

by Jörg Gamerdinger, Sven Teufel, Stephan Amann, Georg Volk, and Oliver Bringmann
In 2024 IEEE 100th Vehicular Technology Conference:(VTC2024-Fall), 2024.

Enhancing Robustness of LiDAR-Based Perception in Adverse Weather Using Point Cloud Augmentations

by Sven Teufel, Jörg Gamerdinger, Georg Volk, Christoph Gerum, and Oliver Bringmann
In 2023 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2023), 2023.

Keywords: Robust Perception, LiDAR Object Detection, Data Augmentation, Adverse Weather

Collective PV-RCNN: A Novel Fusion Technique using Collective Detections for Enhanced Local LiDAR-Based Perception

by Sven Teufel, Jörg Gamerdinger, Georg Volk, and Oliver Bringmann
In 2023 IEEE Intelligent Transportation Systems Conference (IEEE ITSC 2023), 2023.

Keywords: Collective Perception, Data Fusion, LiDAR-Based Object Detection

Analyzing track management strategies for multi object tracking in cooperative autonomous driving scenarios

by Jörg Gamerdinger, Sven Teufel, Georg Volk, Anna-Lisa Rüeck, and Oliver Bringmann
In at - Automatisierungstechnik 71: 287-294, 2023.

CoLD Fusion: A Real-Time Capable Spline-Based Fusion Algorithm for Collective Lane Detection

by Jörg Gamerdinger, Sven Teufel, Georg Volk, and Oliver Bringmann
In 2023 IEEE Intelligent Vehicles Symposium (IV) (IEEE IV 2023), 2023.

Keywords: Lane Detection, Collective Perception, Autonomous Driving, Data Fusion

Environment-aware Optimization of Track-to-Track Fusion for Collective Perception

by Georg Volk, Jörg Gamerdinger, Alexander von Bernuth, Sven Teufel, and Oliver Bringmann
In 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) (): 2385-2392, 2022.

Keywords:

Simulating Realistic Rain, Snow, and Fog Variations For Comprehensive Performance Characterization of LiDAR Perception

by Sven Teufel, Georg Volk, Alexander Von Bernuth, and Oliver Bringmann
In 2022 IEEE 95th Vehicular Technology Conference:(VTC2022-Spring), pages 1–7, 2022.

Sparse Voxel Grid Pruning for Collective Perception in Automated Driving

Bachelor’s Thesis

Collective Perception in Adverse Weather using Joint LiDAR-Based 3D Object Detection and Denoising

Research Project

CARLA NCAP - A Framework for safety assessment of VRUs in EuroNCAP scenarios

Research Project

Multi-Modal Adverse Weather Classification

Bachelor’s Thesis

Lane Detection under Snowy Conditions

Master’s Thesis

Benchmarking Semantic Segmentation Models on the SCOPE Dataset

Bachelor’s Thesis

Sparsity Invariant Voxel Grouping Strategies for Transformer-Based LiDAR Object Detectors

Bachelor’s Thesis

Investigation of Perception Safety for Vulnerable Road Users in EuroNCAP Scenarios with Roadside Sensors

Bachelor’s Thesis

Improved Ground-Truth Sampling for LiDAR-Based Object Detection

Bachelor’s Thesis

Entwurf und Entwicklung eines Toolkits für Datensätze im kooperativen automatisierten Fahren

Bachelor’s Thesis

Collective Perception Dataset Generation for Automated Driving

Master’s Thesis

Improved Collective Perception in Adverse Weather using Denoising for Sparse Voxel Grids

Bachelor’s Thesis

Dynamic Sparse Multi-Resolution Voxel Fusion Architecture for LiDAR-Based Collective Perception in Automated Driving

Research Project

Klassifizierung und Segmentierung von Wettereinflüssen auf LiDAR-Punktwolken mit PointNet++

Bachelor’s Thesis

Robust and collective perception in highly automated driving

Bachelor’s Thesis, Master’s Thesis, Student Job, Research Project

Neural Environment Representation for Novel LiDAR View and Sensor Synthesis

Master’s Thesis