Marcus Hennecke

Autonomous Multi-sensor Vehicle Classification for Traffic Monitoring

The world will see a tremendous increase in the number of vehicles on the road in the near future. Future traffic monitoring systems will therefore play an important role in improving the throughput and safety of our roads. Current monitoring systems capture traffic data from a large sensory network. However, they require continuous human supervision or a significant amount of hand-labeled data for training and both are extremely expensive.