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Advances in Lidar Point Cloud Segmentation for Automotive Applications
Segmenting Outside the BoxElektronische Ressource, Wuppertal, 2023
Aspects of active learning, architecture search and Lidar Panoptic Segmentation towards pedestrian perception in autonomous driving
Elektronische Ressource, Wuppertal, 2022Contributions to machine learning in automotive camera and radar perception systems
applications of the sampling method in image classification and deep learning for radar-based object detectionElektronische Ressource, Wuppertal, 2023Improving Artificial Intelligence performance through architectural and procedural a-priori
a case-study of optimising neural architectures for automotive applicationsElektronische Ressource, Wuppertal, Feb. 2022Radar-based environment perception for automotive applications
advances in artificial intelligence solutions for radar point cloudsElektronische Ressource, Wuppertal, 2022Time-of-flight based interior sensing for automotive applications
optimization of neural network based training methods with limited dataElektronische Ressource, Wuppertal, 2021