Too Far to See? Not Really!—Pedestrian Detection With Scale-Aware Localization Policy

A major bottleneck of pedestrian detection lies on the sharp performance deterioration in the presence of small-size pedestrians that are relatively far from the camera. Motivated by the observation that pedestrians of disparate spatial scales exhibit distinct visual appearances, we propose in this ... View More