A Multi-Modal Distributed Real-Time IoT System for Urban Traffic Control (Invited Paper)

• Wake vortex lidar measurement processing with large-eddy simulations and machine learning

  2025 Optics Express article Engineering Aerospace and Aviation Technology Open access

  4

  citations
• Towards automatic quantification of operating table interaction in operating rooms

  2025 International Journal of Computer Assisted Radiology and Surgery article Medicine Surgical Simulation and Training Open access

  2

  citations
• Sheet metal localization using deep learning and synthetic data

  2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access

  3

  citations
• Deep Learning Approach for Bubble Detection and Segmentation with YOLOv5

  2024 Preprints.org preprint Computer Science Advanced Neural Network Applications Open access

  6

  citations
• Holistic image‐based analysis of damage on concrete surfaces—A multifaceted approach based on supervised machine learning

  2024 Structural Concrete article Engineering Infrastructure Maintenance and Monitoring Open access cited by 2 patents

  4

  citations
• Toward Cognitive Assistance and Prognosis Systems in Power Distribution Grids—Open Issues, Suitable Technologies, and Implementation Concepts

  2024 IEEE Access article Engineering Smart Grid and Power Systems Open access

  7

  citations
• Advances in medical image analysis with vision Transformers: A comprehensive review

  2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques

  482

  citations
• Holistic, science-based bus acceleration – Combining simulation, computer vision and psychology to develop measures to prioritise public transport in urban areas

  2023 Transportation research procedia article Engineering Traffic control and management Open access

  1

  citations
• Exploiting Temporal Context for Tiny Object Detection

  2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW) conference-paper Computer Science Advanced Neural Network Applications Open access

  27

  citations
• Efficient Feature Compression for the Object Tracking Task

  2022 Proceedings - International Conference on Image Processing conference-paper Computer Science Video Coding and Compression Technologies

  6

  citations
• The exiD Dataset: A Real-World Trajectory Dataset of Highly Interactive Highway Scenarios in Germany

  2022 IEEE Intelligent Vehicles Symposium conference-paper Engineering Autonomous Vehicle Technology and Safety

  127

  citations
• End-of-life or second-life options for retired electric vehicle batteries

  2021 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access cited by 1 patent

  307

  citations
• MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation

  2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Human Pose and Action Recognition

  92

  citations
• Evaluation of Virtual Methods for Training Neural Networks in Agricultural Applications

  2020 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor) conference-paper Agricultural and Biological Sciences Smart Agriculture and AI

  0

  citations
• DR-SPAAM: A Spatial-Attention and Auto-regressive Model for Person Detection in 2D Range Data

  2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Autonomous Vehicle Technology and Safety

  49

  citations
• The rounD Dataset: A Drone Dataset of Road User Trajectories at Roundabouts in Germany

  2020 IEEE International Conference on Intelligent Transportation Systems (ITSC) conference-paper Engineering Autonomous Vehicle Technology and Safety

  227

  citations
• Accurate detection and 3D localization of humans using a novel YOLO-based RGB-D fusion approach and synthetic training data

  2020 Proceedings - IEEE International Conference on Robotics and Automation/Proceedings conference-paper Computer Science Advanced Neural Network Applications

  35

  citations

17 results