Marcel Kettelgerdes

According to our database, Marcel Kettelgerdes authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Precise Adverse Weather Characterization by Deep-Learning-Based Noise Processing in Automotive LiDAR Sensors.

Marcel Kettelgerdes, Nicolas Sarmiento, Hüseyin Erdogan, Bernhard Wunderle, Gordon Elger

Remote. Sens., July, 2024

2023

Accelerated Real-Life (ARL) Testing and Characterization of Automotive LiDAR Sensors to facilitate the Development and Validation of Enhanced Sensor Models.

Marcel Kettelgerdes, Tjorven Hillmann, Thomas Hirmer, Hüseyin Erdogan, Bernhard Wunderle, Gordon Elger

CoRR, 2023

Automotive LiDAR Based Precipitation State Estimation Using Physics Informed Spatio-Temporal 3D Convolutional Neural Networks (PIST-CNN).

Marcel Kettelgerdes, Amit Pandey, Denis Unruh, Hüseyin Erdogan, Bernhard Wunderle, Gordon Elger

Proceedings of the 29th International Conference on Mechatronics and Machine Vision in Practice, 2023

2022

Modeling Methodology and In-field Measurement Setup to Develop Empiric Weather Models for Solid-State LiDAR Sensors.

Marcel Kettelgerdes, Gordon Elger

Proceedings of the IEEE 2nd International Conference on Digital Twins and Parallel Intelligence, 2022

2021

Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry.

Andreas Theissler, Judith Pérez-Velázquez, Marcel Kettelgerdes, Gordon Elger

Reliab. Eng. Syst. Saf., 2021

Correlating Intrinsic Parameters and Sharpness for Condition Monitoring of Automotive Imaging Sensors.

Marcel Kettelgerdes, Lena Böhm, Gordon Elger

Proceedings of the 5th International Conference on System Reliability and Safety, 2021