头部

肩部

手肘

手腕

臀部

膝盖

脚踝

mAP

FPS

AlphaPose [11]

87.2

85.8

77.4

69.7

74.0

72.2

64.4

76.3

22

OpenPose [13]

90.8

87.2

77.3

66.5

74.8

67.6

61.2

75.2

7

Pose Proposal Networks-ResNet18 [17]

92.5

88.5

73.8

62.1

71.7

61.9

54.6

72.1

42

Pose Proposal Networks-ResNet50 [17]

92.9

89.6

77.3

67.2

73.5

66.8

58.4

74.7

26

本文模型

93.1

89.5

77.3

67.4

73.4

66.9

58.7

74.8

35