A Novel Approach of Intelligent Computing for Multiperson Pose Estimation with Deep High Spatial Resolution and Multiscale Features

Table 3

Comparisons with Hourglass, CPN, and SimpleBaseline on the COCO val2017 dataset.

Method	Backbone	Input size	OHKM	AP
8-stage Hourglass	—		N	66.9
8-stage Hourglass	—		N	67.1
CPN	ResNet-50		N	68.6
CPN	ResNet-50		N	70.6
CPN	ResNet-50		Y	69.4
CPN	ResNet-50		Y	71.6
SimpleBaseline	ResNet-50		N	70.4
SimpleBaseline	ResNet-50		N	72.2
Ours	HSRNet-59		N	71.4
Ours	HSRNet-59		N	73.2