Publications
This pages summarizes the publications of the institute ordered by year. For copyright reasons, we are not allowed to offer the papers freely on the internet. However, if you are interested in one of our contributions, please give us a notice via e-mail and we can send you the respective copy for personal use.
The dissertaions (Ph.D. theses) of our alumni can mostly be found in the OPen Access Repository of Ulm University (OPARU). Please contact us if something is missing.
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2023
620.
Holzbock,
Adrian;
Hegde,
Achyut;
Dietmayer,
Klaus;
Belagiannis,
Vasileios
Data-Free Backbone Fine-Tuning for Pruned Neural Networks
2023 31st European Signal Processing Conference (EUSIPCO), Page 1255-1259
2023
Data-Free Backbone Fine-Tuning for Pruned Neural Networks
2023 31st European Signal Processing Conference (EUSIPCO), Page 1255-1259
2023
DOI: | 10.23919/EUSIPCO58844.2023.10290102 |
619.
Schumann,
Oliver;
Buchholz,
Michael;
Dietmayer,
Klaus
Efficient Path Planning in Large Unknown Environments with Switchable System Models for Automated Vehicles
26th IEEE International Conference on Intelligent Transportation Systems, Page 2466-2472
2023
Efficient Path Planning in Large Unknown Environments with Switchable System Models for Automated Vehicles
26th IEEE International Conference on Intelligent Transportation Systems, Page 2466-2472
2023
DOI: | 10.1109/ITSC57777.2023.10422264 |
File: | https://arxiv.org/abs/2310.06974 |
618.
Horn,
Markus;
Wodtko,
Thomas;
Buchholz,
Michael;
Dietmayer,
Klaus
Extrinsic Infrastructure Calibration Using the Hand-Eye Robot-World Formulation
2023 IEEE Intelligent Vehicles Symposium (IV)
2023
Extrinsic Infrastructure Calibration Using the Hand-Eye Robot-World Formulation
2023 IEEE Intelligent Vehicles Symposium (IV)
2023
DOI: | 10.1109/IV55152.2023.10186703 |
617.
Strohbeck,
Jan;
Maschke,
Sebastian;
Mertens,
Max;
Buchholz,
Michael
Graph-Based Trajectory Prediction with Cooperative Information
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 1300-1306
2023
Graph-Based Trajectory Prediction with Cooperative Information
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 1300-1306
2023
DOI: | 10.1109/ITSC57777.2023.10422060 |
616.
Hornauer,
Julia;
Belagiannis,
Vasileios
Heatmap-based Out-of-Distribution Detection
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Page 2602-2611
2023
Heatmap-based Out-of-Distribution Detection
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Page 2602-2611
2023
DOI: | 10.1109/WACV56688.2023.00263 |
615.
Klimke,
Marvin;
Völz,
Benjamin;
Buchholz,
Michael
Integration of Reinforcement Learning Based Behavior Planning With Sampling Based Motion Planning for Automated Driving
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-8
2023
Integration of Reinforcement Learning Based Behavior Planning With Sampling Based Motion Planning for Automated Driving
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-8
2023
DOI: | 10.1109/IV55152.2023.10186736 |
File: | https://oparu.uni-ulm.de/xmlui/handle/123456789/50082 |
614.
Griebel,
Thomas;
Heinzler,
Jonas;
Buchholz,
Michael;
Dietmayer,
Klaus
Online Performance Assessment of Multi-Sensor Kalman Filters Based on Subjective Logic
2023 26th International Conference on Information Fusion (FUSION), Page 1-8
2023
Online Performance Assessment of Multi-Sensor Kalman Filters Based on Subjective Logic
2023 26th International Conference on Information Fusion (FUSION), Page 1-8
2023
DOI: | 10.23919/FUSION52260.2023.10224188 |
613.
Hornauer,
Julia;
Holzbock,
Adrian;
Belagiannis,
Vasileios
Out-of-Distribution Detection for Monocular Depth Estimation
2023 IEEE/CVF International Conference on Computer Vision (ICCV), Page 1911-1921
2023
Out-of-Distribution Detection for Monocular Depth Estimation
2023 IEEE/CVF International Conference on Computer Vision (ICCV), Page 1911-1921
2023
DOI: | 10.1109/ICCV51070.2023.00183 |
612.
Irscheid,
Abdurrahman;
Deutscher,
Joachim;
Gehring,
Nicole;
Rudolph,
Joachim
Output regulation for general heterodirectional linear hyperbolic PDEs coupled with nonlinear ODEs
Automatica, 148 :110748
2023
Output regulation for general heterodirectional linear hyperbolic PDEs coupled with nonlinear ODEs
Automatica, 148 :110748
2023
DOI: | 10.1016/j.automatica.2022.110748 |
611.
Tsaregorodtsev,
Alexander;
Belagiannis,
Vasileios
ParticleAugment: Sampling-based data augmentation
Computer Vision and Image Understanding, 228 :103633
2023
ISSN: 1077-3142
ParticleAugment: Sampling-based data augmentation
Computer Vision and Image Understanding, 228 :103633
2023
ISSN: 1077-3142
DOI: | https://doi.org/10.1016/j.cviu.2023.103633 |
File: | https://www.sciencedirect.com/science/article/pii/S1077314223000139 |
610.
Holzbock,
Adrian;
Tsaregorodtsev,
Alexander;
Belagiannis,
Vasileios
Pedestrian Environment Model for Automated Driving
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 534-540
2023
Pedestrian Environment Model for Automated Driving
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 534-540
2023
DOI: | 10.1109/ITSC57777.2023.10422032 |
609.
Herrmann,
Martin;
Hermann,
Charlotte;
Dietmayer,
Klaus;
Buchholz,
Michael
Random-Finite-Set-basiertes Multisensor-Multiobjekttracking für automatisierte und vernetzte Fahrzeuge: Aktueller Forschungsstand und offene Fragen
15. Workshop Fahrerassistenz und automatisiertes Fahren (FAS-WS), Page 27 - 41
Publisher: UNI-DAS e.V., Darmstadt
2023
Random-Finite-Set-basiertes Multisensor-Multiobjekttracking für automatisierte und vernetzte Fahrzeuge: Aktueller Forschungsstand und offene Fragen
15. Workshop Fahrerassistenz und automatisiertes Fahren (FAS-WS), Page 27 - 41
Publisher: UNI-DAS e.V., Darmstadt
2023
ISBN: | 978-3-941543-74-4 |
File: | https://www.uni-das.de/images/pdf/fas-workshop/2023/FAS2023-Tagungsband.pdf |
608.
Ruof,
Jona;
Mertens,
Max Bastian;
Buchholz,
Michael;
Dietmayer,
Klaus
Real-Time Spatial Trajectory Planning for Urban Environments Using Dynamic Optimization
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-7
2023
Real-Time Spatial Trajectory Planning for Urban Environments Using Dynamic Optimization
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-7
2023
DOI: | 10.1109/IV55152.2023.10186535 |
607.
Schön,
Markus;
Buchholz,
Michael;
Dietmayer,
Klaus
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-7
2023
RT-K-Net: Revisiting K-Net for Real-Time Panoptic Segmentation
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-7
2023
DOI: | 10.1109/IV55152.2023.10186625 |
File: | https://arxiv.org/abs/2305.01255 |
606.
Kopp,
Johannes;
Kellner,
Dominik;
Piroli,
Aldi;
Dallabetta,
Vinzenz;
Dietmayer,
Klaus
Simultaneous Clutter Detection and Semantic Segmentation of Moving Objects for Automotive Radar Data
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 1078—1085
Publisher: IEEE
September 2023
Simultaneous Clutter Detection and Semantic Segmentation of Moving Objects for Automotive Radar Data
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 1078—1085
Publisher: IEEE
September 2023
DOI: | 10.1109/ITSC57777.2023.10422015 |
ISBN: | 979-8-3503-9946-2 |
File: | https://ieeexplore.ieee.org/document/10422015/ |
605.
Henning,
Matti;
Müller,
Johannes;
Gies,
Fabian;
Buchholz,
Michael;
Dietmayer,
Klaus
Situation-Aware Environment Perception Using a Multi-Layer Attention Map
IEEE Transactions on Intelligent Vehicles, 8 (1) :481-491
2023
Situation-Aware Environment Perception Using a Multi-Layer Attention Map
IEEE Transactions on Intelligent Vehicles, 8 (1) :481-491
2023
DOI: | 10.1109/TIV.2022.3164236 |
ISBN: | 978-1-6654-8821-1 |
604.
Kopp,
Johannes;
Kellner,
Dominik;
Piroli,
Aldi;
Dietmayer,
Klaus
Tackling Clutter in Radar Data - Label Generation and Detection Using PointNet++
2023 IEEE International Conference on Robotics and Automation (ICRA), Page 1493—1499
Publisher: IEEE
May 2023
Tackling Clutter in Radar Data - Label Generation and Detection Using PointNet++
2023 IEEE International Conference on Robotics and Automation (ICRA), Page 1493—1499
Publisher: IEEE
May 2023
DOI: | 10.1109/ICRA48891.2023.10160222 |
ISBN: | 979-8-3503-2365-8 |
File: | https://ieeexplore.ieee.org/document/10160222/ |
603.
Hermann,
Charlotte;
Herrmann,
Martin;
Griebel,
Thomas;
Buchholz,
Michael;
Dietmayer,
Klaus
The Fast Product Multi-Sensor Labeled Multi-Bernoulli Filter
2023 26th International Conference on Information Fusion (FUSION), Page 1-8
2023
The Fast Product Multi-Sensor Labeled Multi-Bernoulli Filter
2023 26th International Conference on Information Fusion (FUSION), Page 1-8
2023
DOI: | 10.23919/FUSION52260.2023.10224189 |
602.
Henning,
Matti;
Buchholz,
Michael;
Dietmayer,
Klaus
The Impact of Frame-Dropping on Performance and Energy Consumption for Multi-Object Tracking
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-6
2023
The Impact of Frame-Dropping on Performance and Energy Consumption for Multi-Object Tracking
2023 IEEE Intelligent Vehicles Symposium (IV), Page 1-6
2023
DOI: | 10.1109/IV55152.2023.10186653 |
601.
Herrmann,
Martin;
Luchterhand,
Tim;
Hermann,
Charlotte;
Buchholz,
Michael
The Product Multi-Sensor Labeled Multi-Bernoulli Filter
2023 26th International Conference on Information Fusion (FUSION), Page 1-8
2023
The Product Multi-Sensor Labeled Multi-Bernoulli Filter
2023 26th International Conference on Information Fusion (FUSION), Page 1-8
2023
DOI: | 10.23919/FUSION52260.2023.10224121 |
600.
Scheible,
Alexander;
Griebel,
Thomas;
Herrmann,
Martin;
Hermann,
Charlotte;
Buchholz,
Michael
Track Classification for Random Finite Set Based Multi-Sensor Multi-Object Tracking
2023 IEEE Symposium Sensor Data Fusion and International Conference on Multisensor Fusion and Integration (SDF-MFI), Page 1-8
2023
Track Classification for Random Finite Set Based Multi-Sensor Multi-Object Tracking
2023 IEEE Symposium Sensor Data Fusion and International Conference on Multisensor Fusion and Integration (SDF-MFI), Page 1-8
2023
DOI: | 10.1109/SDF-MFI59545.2023.10361438 |
599.
Horn,
Markus;
Wodtko,
Thomas;
Buchholz,
Michael;
Dietmayer,
Klaus
User Feedback and Sample Weighting for Ill-Conditioned Hand-Eye Calibration
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 314-320
2023
User Feedback and Sample Weighting for Ill-Conditioned Hand-Eye Calibration
2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Page 314-320
2023
DOI: | 10.1109/ITSC57777.2023.10422149 |
2022
598.
Henning,
Matti;
Buchholz,
Michael;
Dietmayer,
Klaus
Situation-Aware Environment Perception for Decentralized Automation Architectures
2022 IEEE Intelligent Vehicles Symposium (IV), Page 1087-1092
Publisher: IEEE
July 2022
Situation-Aware Environment Perception for Decentralized Automation Architectures
2022 IEEE Intelligent Vehicles Symposium (IV), Page 1087-1092
Publisher: IEEE
July 2022
DOI: | 10.1109/IV51971.2022.9827081 |
ISBN: | 978-1-6654-8822-8 |
597.
Advances in Distributed Parameter Systems
In Auriol, Jean and Deutscher, Joachim and Mazanti, Guilherme and Valmorbida, Giorgio, Editor
Publisher: Springer International Publishing, Cham
2022
DOI: | 10.1007/978-3-030-94766-8 |
596.
Klimke,
Marvin;
Gerigk,
Jasper;
Völz,
Benjamin;
Buchholz,
Michael
An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Page 523-530
2022
An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management
2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), Page 523-530
2022
DOI: | 10.1109/ITSC55140.2022.9922515 |
File: | https://oparu.uni-ulm.de/xmlui/handle/123456789/46237 |