Can we unify monocular detectors for autonomous driving by using the pixel-wise semantic segmentation of CNNs?

Eduardo Romera, Luis M. Bergasa, Roberto Arroyo

Autonomous driving is a challenging topic that requires complex solutions in perception tasks such as recognition of road, lanes, traffic signs or lights, vehicles and pedestrians.…