Expecting the Unexpected: Training Detectors for Unusual Pedestrians with Adversarial Imposters

Shiyu Huang, Deva Ramanan

As autonomous vehicles become an every-day reality, high-accuracy pedestrian detection is of paramount practical importance. Pedestrian detection is a highly researched topic with…