Marcel Kettelgerdes

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Fiber Bragg Grating

Imaging Sensors

Intrinsic Parameters

Vanishing Points

Top Venues

Publications

Marcel Kettelgerdes, Nicolas Sarmiento, Hüseyin Erdogan, Bernhard Wunderle, Gordon Elger
Precise Adverse Weather Characterization by Deep-Learning-Based Noise Processing in Automotive LiDAR Sensors. Remote. Sens. 16 (13) (2024)
Marcel Kettelgerdes, Tjorven Hillmann, Thomas Hirmer, Hüseyin Erdogan, Bernhard Wunderle, Gordon Elger
Accelerated Real-Life (ARL) Testing and Characterization of Automotive LiDAR Sensors to facilitate the Development and Validation of Enhanced Sensor Models. CoRR (2023)
Marcel Kettelgerdes, Amit Pandey, Denis Unruh, Hüseyin Erdogan, Bernhard Wunderle, Gordon Elger
Automotive LiDAR Based Precipitation State Estimation Using Physics Informed Spatio-Temporal 3D Convolutional Neural Networks (PIST-CNN). M2VIP (2023)
Marcel Kettelgerdes, Gordon Elger
Modeling Methodology and In-field Measurement Setup to Develop Empiric Weather Models for Solid-State LiDAR Sensors. DTPI (2022)
Marcel Kettelgerdes, Lena Böhm, Gordon Elger
Correlating Intrinsic Parameters and Sharpness for Condition Monitoring of Automotive Imaging Sensors. ICSRS (2021)
Andreas Theissler, Judith Pérez-Velázquez, Marcel Kettelgerdes, Gordon Elger
Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry. Reliab. Eng. Syst. Saf. 215 (2021)