Driver assistance systems and autonomous driving

The research work of the VID department in the field of driver assistance systems and autonomous driving covers the following areas:

  • Situation prediction and maneuver planning
  • Video-supported and multi-sensory environment perception (sensor fusion)
  • Situation analysis and scene description
  • Object recognition and tracking
  • 3D reconstruction and modelling
  • Visual Odometry
  • Multisensor calibration
The artificial intelligence "SPARC" for fully automatic driving plans maneuvers that optimize safety, comfort, traffic rules and energy efficiency at the same time. The red clouds represent predicted locations of other objects; the green arrow describes the optimal driving maneuver to avoid a rear-end collision.
Side pre-crash scenario. Detection and tracking of a vehicle using stereo cameras (right: top view of the 3D reconstruction and motion prediction).
Side pre-crash scenario. Detection and tracking of a vehicle using stereo cameras (right: top view of the 3D reconstruction and motion prediction).
AMROS multisensor robot.
AMROS multisensor robot.
 Images taken with a multi-camera setup in a vehicle.
Images taken with a multi-camera setup in a vehicle.
Generated bird's eye view from three non-overlapping cameras (the displacement vectors are drawn in green)
Generated bird's eye view from three non-overlapping cameras (the displacement vectors are drawn in green)
Estimation of scene parameters and adaptation of the algorithm in case of bad weather conditions
Estimation of scene parameters and adaptation of the algorithm in case of bad weather conditions
 

Department MRD of Fraunhofer IOSB

You want to learn more about our projects in this area? Then please visit the page of our MRD department and inform yourself about further projects.