Xiaolin Song Kaili Zhao Wen-Sheng Chu Honggang Zhang Jun Guo

Progressive Refinement Network for Occluded Pedestrian Detection

We present Progressive Refinement Network (PRNet), a novel single-stage detector that tackles occluded pedestrian detection. Motivated by human's progressive process on annotating occluded pedestrians, PRNet achieves sequential refinement by three phases: Finding high-confident anchors of visible pa…