Environment recognition: detection and localization

• Special objects not included in standard data sets
• Camera belt
• 3D reconstruction of the environment

Automated driving

Camera calibration

• Self-calibration
• Automatic evaluation/correction of calibration

Connected vehicles

• Shared sensors

Road condition assessment

• Camera-based estimation of road wetness and snow coverage using machine learning
• Datasets available