191 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Volkswagen Group (Germany)DE10 papers
- Technical University of MunichDE6 papers
- Data:Lab Munich (Germany)DE4 papers
- Ludwig-Maximilians-Universität MünchenDE3 papers
- Leiden UniversityNL2 papers
- OTH RegensburgDE2 papers
- Barcelona Institute of Science and TechnologyES1 paper
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE1 paper
- Freie Universität BerlinDE1 paper
- Institute of Photonic SciencesES1 paper
- Institute of Science and Technology1 paper
- Johns Hopkins UniversityUS1 paper
4 papers · 1 filter
SelfOccFlow: Towards end-to-end self-supervised 3D Occupancy Flow prediction
Xavier Timoneda, Markus Herb, Fabian Duerr +1
Estimating 3D occupancy and motion at the vehicle's surroundings is essential for autonomous driving, enabling situational awareness in dynamic environments. Existing approaches jo…
Temporal Performance Prediction for Deep Convolutional Long Short-Term Memory Networks
Laura Fieback, Bidya Dash, Jakob Spiegelberg +1
Quantifying predictive uncertainty of deep semantic segmentation networks is essential in safety-critical tasks. In applications like autonomous driving, where video data is availa…
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty Estimates
Kira Maag, Matthias Rottmann, Serin Varghese +3
Instance segmentation with neural networks is an essential task in environment perception. In many works, it has been observed that neural networks can predict false positive insta…
Two-Stream RNN/CNN for Action Recognition in 3D Videos
Rui Zhao, Haider Ali, Patrick van der Smagt
The recognition of actions from video sequences has many applications in health monitoring, assisted living, surveillance, and smart homes. Despite advances in sensing, in particul…