4 citations · 4 across the 2 of their papers we have counts for
3 papers
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation
Mariella Dreissig, Simon Ruehle, Florian Piewak +1
Safety-critical applications such as autonomous driving require robust 3D environment perception algorithms capable of handling diverse and ambiguous surroundings. The predictive p…
On the calibration of underrepresented classes in LiDAR-based semantic segmentation
Mariella Dreissig, Florian Piewak, Joschka Boedecker
The calibration of deep learning-based perception models plays a crucial role in their reliability. Our work focuses on a class-wise evaluation of several model's confidence perfor…
Driver Drowsiness Classification Based on Eye Blink and Head Movement Features Using the k-NN Algorithm
Mariella Dreissig, Mohamed Hedi Baccour, Tim Schaeck +1
Modern advanced driver-assistance systems analyze the driving performance to gather information about the driver's state. Such systems are able, for example, to detect signs of dro…