Research Article

PFF-CB: Multiscale Occlusion Pedestrian Detection Method Based on PFF and CBAM

Table 8

Experimental results in CityPersons data set

ModuleH (%)

Rep loss [16]56.90
OR-CNN [17]55.70
TLL53.60
TLL + MRF52.00
ALFNet [37]51.90
CSP49.30
NOH-NMS [35]53.00
Faster R-CNN49.24
Beat R-CNN [38]47.10
PRF-Ped [39]47.30
Faster R-CNN + PFF (ours)47.29
Faster R-CNN + PFF-CB (ours)47.01