20 citations · 21 across the 2 of their papers we have counts for
3 papers · 1 filter
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding
Christos Sakaridis, Dengxin Dai, Simon Hecker +1
This work addresses the problem of semantic scene understanding under dense fog. Although considerable progress has been made in semantic scene understanding, it is mainly related…
Failure Prediction for Autonomous Driving
Simon Hecker, Dengxin Dai, Luc Van Gool
The primary focus of autonomous driving research is to improve driving accuracy. While great progress has been made, state-of-the-art algorithms still fail at times. Such failures…
End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners
Simon Hecker, Dengxin Dai, Luc Van Gool
For human drivers, having rear and side-view mirrors is vital for safe driving. They deliver a more complete view of what is happening around the car. Human drivers also heavily ex…