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Structured Bird’s-Eye-View Traffic Scene Understanding from Onboard Images

Structured Bird’s-Eye-View Traffic Scene Understanding from Onboard Images

Autonomous navigation requires structured representation of the road network and instance-wise identification of the other traffic agents. Since the traffic scene is defined on the ground plane, this corresponds to scene understanding in the bird’s-eye-view (BEV). However, the onboard cameras of autonomous cars are customarily mounted horizontally for a better …